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  William Kelton
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keltonwd@ucmail.uc.edu


 

Professional Summary

  Professor, Department of Quantitative Analysis and Operations Management. PhD and MS Industrial Engineering, University of Wisconsin-Madison; MS Mathematics Ohio University; BA Mathematics University of Wisconsin-Madison. Interests: simulation, statistics, probability.

 

Research Support

  Kelton, David; Sopirala, M.; Solomkin, J.; Yacyshyn, B.; Apewokin, S.; Smulian, G.; Rao, M.; Haynes, E.; Wess, Y. 2016 Centers for Disease Control and Prevention (CDC) A Multicenter (Indefinite Deliverables Indefinite Quantity (IDIQ) RFP), Double-Blinded, Three-arm Randomized Controlled Trial to Describe the Safety and Efficacy of Live and Dead Saccharomyces boulardii on Incidence of Clostridium difficile infection (CDI) Currently Under Review Sponsored Research Federal

  Kelton, David; Lyons, Michael; Ward, Michael; Lindsell, Christopher 2012 2017 Agency for Healthcare Research and Quality (AHRQ) Simulating the Operational Consequences of HIV Screening in the Emergency Department (funded) 1240967 Funded Sponsored Research Federal

  Kelton, David; Lyons, Michael; Ward, Michael; Lindsell, Christopher 2012 2013 Emergency Medicine Foundation (EMF) Simulating the Operational Consequences of HIV Screening in the Emergency Department (not funded) 49920 Not Funded Sponsored Research Other

  Kelton, David; Sanchez, Susan M.; Sanchez, Paul J. 12-2011 12-2012 United States Marine Corps, Headquarters, The Pentagon, Installations & Logistics, Logistics Operations Analysis Branch (LX), via the Naval Postgraduate School Modeling & Simulation Support for Reset, War Reserve, and Life Cycle Management (to the Naval Postgraduate School) 230000 Funded Sponsored Research Federal

  Kelton, David; Fernandez, Emmanuel; Fry, Michael; Magazine, Michael; Rao, Uday 2011 2012 University of Cincinnati Research Council Interdisciplinary Faculty Research Support Grant Program Demand Modeling, Simulation, and Optimal Operational Models for Large-Scale Problems in Manufacturing and Service Enterprises 25000 Funded Grant The University of Cincinnati

  Kelton, David 2011 2012 University of Cincinnati, President's Diversity Council Student Recruitment and Retention Program, Recruiting and Retaining Students of Color to the University of Cincinnati's Master of Science in Quantitative Analysis Program 12500 Not Funded Grant The University of Cincinnati

  Kelton, David 2011 2012 Fifth Third Bank Foundation Support for MSQA Student Tuition and Fees 26468 Not Funded Grant Private

  Kelton, David 2008 2012 Environmental Protection Agency Center for Sustainable Urban Water Infrastructure for the 21st Century 10000000 Not Funded Federal co PI with 39 other people from the University of Cincinnati, University of Florida, University of Toronto, National Research Council of Canada, University of British Columbia, and Technion - Israel Institute of Technology

  Fry, Michael; Kelton, David; Allen, Ted 10-2010 2011 National Science Foundation Collaborative Research: Designing Efficient and Equitable Allocations for Voting Systems 388446 Not Funded Sponsored Research Federal

  Kelton, David; Lin, A. C. 2010 2011 Rite Aid Corporation, Harrisburg, Pennsylvania Analysis and Improvement of Dispensing Systems 197278 Funded Private

  Kelton, David; Faulin, Javier; Juan, Angel 2008 2011 Spanish Ministry of Science and Education Development of Algorithms and Heuristics Based in Simulation, Optimization and Artificial Intelligence for Decision Making in Transportation Route Management with Environmental Criteria 132892 Not Funded Grant Other

  Fry, Michael; Kelton, David; Allen, Ted 2009 2010 National Science Foundation Allocating Voting Equipment for Efficiency and Equity 385179 Not Funded Sponsored Research Federal

  Kelton, David; Minai, Ali; Fernandez, Emmanuel 2007 2008 University of Cincinnati, College of Engineering, Center for Emerging Intelligent Autonomous Systems Cognitive Control for Intelligent Systems 22000 Funded The University of Cincinnati

  Kelton, David; Froehle, C. M.; Magazine, M. J. 2006 2007 Cincinnati Children's Hospital Medical Center Orthopaedic Outpatient Clinic Flow Improvement 45000 Funded Local

  Kelton, David 2005 Virginia Modeling, Analysis, and Simulation Center (VMASC) and Old Dominion University Collaboration on Simulation Research, Applications, and Curriculum Development 10000 Funded Federal

  Kelton, David 2000 2005 Office of Research and Advanced Studies, University of Cincinnati Assistance for Duties as Editor-in-Chief of the INFORMS Journal on Computing 131920 Funded

  Kelton, David 2004 Procter & Gamble, Consumer Market Knowledge Research Incubator Stochastic Simulation: Exploring Randomness in Inputs and Outputs 1500 Funded Local

  Kelton, David 2000 Procter & Gamble, Corporate Engineering Technologies, Cincinnati Simulation Input and Output Design and Analysis 10700 Funded Local

  Kelton, David 1996 2000 Omnicare, Inc., Cincinnati Simulation of Institutional Pharmacies and Optimizing Courier Routes 90955 Local

  Kelton, David; Anand, S. 1998 1999 Select Tool and Die Corporation, Dayton Plant Layout and Simulation-Based Improvement of Manufacturing Functions at a Metal-Stamping Facility 40653 Funded Local

  Kelton, David; Lin, A. C. 1998 1999 McKesson Automated Prescription Systems, Inc., Alexandria, Louisiana Simulation of the Impact of the Baker Automated Pharmacy System 27000 Funded Other

  Kelton, David 1998 1999 Ohio Supercomputer Center Simulation-Based Estimation of Tolerance Intervals Funded State 510 hours of Cray T90 processing time.

  Kelton, David; Howe, S.; Bishop, G.; Fisher, B.; Hom, P.; Levy, M.; Ritchey, N.; Schafer, C.; Soled, S.; Succop, P. 1997 Faculty Development Council, University of Cincinnati Faculty Development through the Institute for Data Sciences 87000 Funded The University of Cincinnati

  Kelton, David; Lin, A. C.; Arantes, J. C.; Puhalla, D. M. 1996 1997 Revco, Inc., Twinsburg, Ohio Reengineering a Chain Drug Store Operation System 149950 Funded State

  Kelton, Chris; Kelton, David 1996 University of Cincinnati Faculty Development Council Computational Economics via Management Science Methods 10000 Funded Grant The University of Cincinnati

  Kelton, David; Houshmand, A. 1996 Cincinnati Sub-Zero, Inc Modeling and Analysis of Test Chamber Production 10000 Funded Local

  Kelton, David; Bromiley, P.; Chames, J. M.; Goodman, R. D.; Kelton, C.M.L.; Khosla, I. S.; Rohleder, T. R.; Scudder, G. D.; Taaffe, M. R. 1986 1996 Minnesota Supercomputer Institute and Cray Research, Inc Funded Federal 17 resource grants totaling 881 hours of Cray–2, Cray X–MP, and Cray C90 processing time, 1986–1996

  Kelton, David 1994 1995 The Citizens Council, Minneapolis Research on Crime Databases 4084 Funded State

  Kelton, David 1993 1994 Center for Urban and Regional Affairs, University of Minnesota Enhanced Simulation Modeling and Analysis of Probation/Parole Operations 25856 Funded

  Kelton, David; Khosla, I. S. 1993 1994 Vaughn Communications, Inc., Minneapolis Simulation and Scheduling of Videotape-Copying Operations 15025 Funded Other

  Kelton, David 1993 Minnesota Supercomputer Institute Travel Award 1090 Funded

  Kelton, David; Taaffe, M. R. 1992 1993 Minnesota Supercomputer Institute (with Carlson School of Management 50% match), Robust Analysis of Dynamic Stochastic Systems and Approximations for the Analysis of Simulation Experiments under Common Random Numbers Robust Analysis of Dynamic Stochastic Systems and Approximations for the Analysis of Simulation Experiments undercommon Random Numbers 22500 Funded Federal for partial funding of visiting appointment of B.L. Nelson from The Ohio State University

  Kelton, David 1992 Hennepin County (Minnesota) Bureau of Community Corrections Simulation of the Proposed Adult Probation/Parole System 3305 Funded Other

  Kelton, David 1989 1990 Operations Management Center, Department of Operations and Management Science, Carlson School of Management, University of Minnesota Comparison of Automatic Input-Distribution Specification Methods for Simulation of Manufacturing Systems 9222 Funded Other

  Kelton, David 1989 Project MinneMac, University of Minnesota Macintosh-Assisted Teaching and Research in Statistics and Simulation, Apple Macintosh IIcx hardware and software Funded Other

  Kelton, David 1987 Carlson School of Management, University of Minnesota McKnight Foundation Grant, Point Estimators for Markov Chain Models: Performance of Least Squares vs. Maximum Likelihood Estimators 5000 Funded Other

  Kelton, David 1987 Project MinneMac, University of Minnesota Standard Graphical Output in Simulation, Apple Macintosh SE hardware and software Funded Other

  Kelton, David 1986 1987 Graduate School, University of Minnesota, Grant-in-Aid Program Prediction Intervals for Terminating Computer Simulation 8000 Funded Other

  Kelton, David 1985 1986 Horace H. Rackham School of Graduate Studies, The University of Michigan, Faculty Grant Program for Research and Artistic Activities Specifying Sampling Distributions for Computer Simulation 8004 Funded Other

  Kelton, David 1985 General Motors, Electronic Data Systems, Decision Technologies Division Research Contract to The University of Michigan, Initialization Problems in Simulation 13813 Funded Private

  Kelton, David; Hancock, W. M. 1984 Ford Motor Company Engine Division Research Contract to The University of Michigan, Statistical Quality Control 7402 Funded Other

  Kelton, David 1981 1983 Standard Oil Company (Ohio) Faculty Development Grant to Graduate School of Management, Kent State University 500 Funded Grant Other


Publications

 

Published Abstracts

 

Fry, M., Yang, M., Kelton, D., & Jeff Ohlmann Allocation Policies for Direct-Recording Electronic Voting Machines to Maximize Equity [Abstract].

 

Curry, D., Camm, J., Kelton, D., Daniel Oerther, & James Uber Social Networking Tools to Promote Decentralized Investment in Green Water Infrastructure [Abstract].

 

Other Publications

 

Juan, Angel A.; Kelton, David; Currie, Christine S.M.; Faulin, Javier (12/09/2018). (Published). Simheuristics Applications: Dealing with Uncertainty in Logistics, Transportation, and other Supply-Chain Areas. Winter Simulation Conference Proceedings (refereed, with revisions required before acceptance).

 

Chica, Manuel; Juan, Angel A.; Cordon, Oscar; Kelton, David (Submitted). Why Simheuristics? Benefits, Limitations, and Best Practices when Combining Metaheuristics with Simulation. Statistics and Operations Research Transactions.

 

Kasaie, Parastu; Kelton, David; Ancona, Rachel; Ward, Michael J; Froehle, Craig; Lyons, Michael (02-2018). (Published). Lessons Learned From the Development and Parameterization of a Computer Simulation Model to Evaluate Task Modification for Health Care Providers. ,25 (2), Academic Emergency Medicine.

 

Alexopoulos, Christos; Kelton, David (12-2017). (Published). A Concise History of Simulation Output Analysis. Winter Simulation Conference Proceedings (refereed, with revisions required before acceptance).

 

Juan, Angel A.; Chica, Manuel; de Amas, Jesica; Kelton, David (09/02/2016). (Published). Simheuristics: A Method of First Resort for Solving Real-Life Combinatorial Optimization Problems. Portsmouth, U.K.: Keynote Papers Handbook of OR58: The Operational Research Society Annual Conference.

 

Kelton, David (06-2016). (Published). Methodological Expectations for Studies Using Computer Simulation. ,37 (2), Journal of Business Logistics.

 

Kasaie, Parastu; Mathema, Barun; Kelton, David; Azman, Andrew S.; Pennington, Jeff; Dowdy, David W. (12/17/2015). (Published). A Novel Tool Improves Existing Estimates of Recent Tuberculosis Transmission in Settings of Sparse Data Collection. (12/17/19), PLOS ONE.

 

Kasaie, Parastu; Kelton, David (12-2015). (Published). Guidelines for Design and Analysis in Agent-Based Simulation Studies. Winter Simulation Conference Proceedings (refereed, with revisions required before acceptance).

 

Lucas, Thomas W.; Kelton, David; Sanchez, Paul J.; Sanchez, Susan M.; Anderson, Ben L. (2015). (Published). Changing the Paradigm: Simulation, Now a Method of First Resort. ,62 (4), Naval Research Logistics.

 

Kelton, David (2015). (Accepted). Interviewed for the Computer Simulation Archive: Chronicling Computer Simulation Pioneers, oral-history project, sponsored by the National Science Foundation, the INFORMS Simulation Society, ACM-SIGSIM, and North Carolina State University, December 2014 at the Winter Simulation Conference in Savannah, Georgia.. National Science Foundation and North Carolina State University Libraries.

 

Chen, E. Jack; Kelton, David (2014). (Published). Density Estimation from Correlated Data. ,8 (4), Journal of Simulation.

 

Kasaie, Parastu; Dowdy, David W.; Kelton, David (2014). (Published). Estimating the Proportion of Tuberculosis Recent Transmission via Simulation. Winter Simulation Conference Proceedings (refereed, with revisions required before acceptance).

 

Best, Allyson M.; Dixon, Cinnamon A.; Kelton, David; Lindsell, Christopher J.; Ward, Michael J. (08-2014). (Published). Using Discrete Event Computer Simulation to Improve Patient Flow in a Ghanaian Acute Care Hospital. ,32 (8), The American Journal of Emergency Medicine.

 

Yang, Muer; Fry, Michael; Kelton, David; Allen, Ted (2014). (Published). Improving Voting Systems through Service-Operations Management. ,23 (7), Production and Operations Management.

 

Kasaie, Parastu; Andrews, Jason R.; Kelton, David; Dowdy, David W. (2014). (Published). Timing of Tuberculosis Transmission and the Impact of Household Contact Tracing: An Agent-Based Simulation Model. ,189 (7), American Journal of Respiratory and Critical Care Medicine.

 

Kasaie, Parastu; Dowdy, David W.; Kelton, David (12-2013). (Published). An Agent-Based Simulation of a Tuberculosis Epidemic: Understanding the Timing of Transmission. Winter Simulation Conference Proceedings (refereed, with revisions required before acceptance).

 

Kasaie, Parastu; Kelton, David (06-2013). (Published). Resource Allocation for Controlling Epidemics: Calibrating, Analyzing, and Optimizing an Agent-Based Simulation. ,3 (2), IIE Transactions on Healthcare Systems Engineering.

 

Kasaie, Parastu; Kelton, David (06-2013). (Published). Simulation Optimization for Allocation of Epidemic-Control Resources. ,3 (2), IIE Transactions on Healthcare Systems Engineering.

 

Yang, Muer; Allen, Ted; Fry, Michael; Kelton, David (2013). (Published). The Call for Equity: Simulation-Optimization Models to Minimize the Range of Waiting Timesinimize Inequity. ,45 (7), IIE Transactions.

 

Chen, Xiaoting; Fernandez, Emmanuel; Kelton, David (12-2012). (Published). Optimization Model Selection for Simulation-Based Approximate Dynamic Programming Approaches in Semiconductor Manufacturing Operations. Winter Simulation Conference Proceedings (refereed, with revisions required before acceptance).

 

Kelton, David (2011). (Published). Simulation Modeling and Analysis of West-Coast Container-Port Operations. ,55 (04/01/11), Monterey, California: SITREP, The Naval Postgraduate School Maritime Defense and Security Research Program Newsletter.

 

Kasaie, Parastu; Kelton, David; Abolfazl, Vaghefi; Naini, S.G.R Jalali (12-2010). (Published). Toward Optimal Resource Allocation for Control of Epidemics: An Agent-Based-Simulation Approach. Winter Simulation Conference Proceedings (refereed, with revisions required before acceptance).

 

Chen, E. Jack; Kelton, David (2010). (Published). Confidence-Interval Estimation Using Quasi-Independent Sequences. ,42 (1), IIE Transactions.

 

Kelton, David (12-2009). (Published). Representing and Generating Uncertainty Effectively. Winter Simulation Conference Proceedings.

 

Yang, Muer; Fry, Michael; Kelton, David (2009). (Published). Are All Queues Created Equal?. Winter Simulation Conference Proceedings.

 

Brown, Gerald G.; Carlyle, W. Matthew; Kelton, David; Kline, Jeffrey; Salmeron, Javier (09-2009). (Published). Operational Planning Tools for the U.S. Navy Maritime Commanders. Proceedings of the 6th International Mediterranean Modelling Multiconference.

 

Flint, Matthew; Fernandez, Emmanuel; Kelton, David (06-2009). (Published). Simulation Analysis for UAV Search-Algorithm Design Using Approximate Dynamic Programming. ,14 (2), Military Operations Research.

 

Curry, David; Camm, Jeff; Kelton, David; Oerther, D.; Uber, J. (Submitted). Social Networking Tools to Promote Decentralized Investment in Green Water Infrastructure. United States Environmental Protection Agency.

 

Chen, E. Jack; Kelton, David (2008). (Published). Estimating Steady-State Distributions via Simulation-Generated Histograms. ,35 (4), Computers and Operations Research.

 

Kelton, David (12-2007). (Published). Representing and Generating Uncertainty Effectively. Winter Simulation Conference Proceedings.

 

Chen, E. Jack; Kelton, David (2007). (Published). A Procedure for Generating Batch-Means Confidence Intervals for Simulation: Checking Independence and Normality. ,83 (10), Simulation: Transactions of The Society for Modeling and Simulation International.

 

Mclaughln, A. J.; Bajcsy, R. K.; Berlekamp, E.; Bernstein, P. A.; Brockett, R. W.; Chan, V.; Cross, S.; Felten, E.; Garcia, O.; Kelton, David; Nahrstedt, K.; Raghavan, P.; Schafer, R. W. (2006). (Published). Basic Research in Information Science and Technology for Air Force Needs. Washington, DC: The National Academies, National Research Council, Board on Mathematical Sciences and Their Applications.

 

Chen, E. Jack; Kelton, David (2006). (Published). Empirical Evaluation of Data-Based Density Estimation. Winter Simulation Conference Proceedings.

 

Chen, E. Jack; Kelton, David (2006). (Published). Quantile and Tolerance Interval Estimation in Simulation. ,168 Simulation: Transactions of The Society for Modeling and Simulation International.

 

Harrod, Steven; Kelton, David (03-2006). (Published). Numerical Methods for Realizing Nonstationary Poisson Processes with Piecewise-Constant Instantaneous-Rate Functions. ,82 (3), Simulation: Transactions of The Society for Modeling and Simulation International.

 

Chen, E. Jack; Kelton, David (2005). (Published). Sequential Selection Procedures: Using Sample Means to Improve Efficiency. ,166 European Journal of Operational Research.

 

Chen, E. Jack; Kelton, David (2004). (Published). Experimental Performance Evaluation of Histogram Approximation for Simulation Output Analysis. Winter Simulation Conference Proceedings.

 

Kelton, David; Chen, E. Jack (2003). (Published). Determining Simulation Run Length With the Runs Test. ,11 Simulation Modelling Practice and Theory.

 

Kelton, David; Barton, Russell R. (2003). (Published). Experimental Design for Simulation. Winter Simulation Conference Proceedings.

 

Chen, E. Jack; Kelton, David (2003). (Published). Inferences from Indifference-Zone Selection Procedures. Winter Simulation Conference Proceedings.

 

Kelton, David (2003). (Published). Teaching the Classics of Simulation to Beginners (panelist). Winter Simulation Conference Proceedings.

 

L'Ecuyer, Pierre; Simard, Richard; Chen, E. Jack; Kelton, David (2002). (Published). An Object-Oriented Random-Number Package with Many Long Streams and Substreams. ,50 Operations Research.

 

Bhate-Felsheim, Aarti S.; Ericson, Rebecca D.; Kelton, David; Podkopacz, Marcy; Wadhwani, Dinesh (2002). (Published). Simulation of a Probation/Parole System. ,36 Socio-Economic Planning Sciences: The International Journal of Public Sector Decision-Making.

 

Shanker, Murali S.; Padman, Rema; Kelton, David (2001). (Published). Efficient Distributed Simulation through Dynamic Load Balancing. ,33 IIE Transactions.

 

Kelton, David (2001). (Published). Keynote Address -- Some Modest Proposals for Simulation Software: Design and Analysis of Experiments. Seattle, Washington: Proceedings of the 34th Annual Simulation Symposium.

 

Chen, E. Jack; Kelton, David (2001). (Published). Quantile and Histogram Estimation. Winter Simulation Conference Proceedings.

 

Kelton, David (2001). (Published). Various Ways Academics Teach Simulation: Are They All Appropriate? (panelist). Winter Simulation Conference Proceedings.

 

Chen, E. Jack; Kelton, David (2000). (Published). A Stopping Procedure Based on Phi-Mixing Conditions. Winter Simulation Conference Proceedings.

 

Chen, E. Jack; Kelton, David (2000). (Published). An Enhanced Two-Stage Selection Procedure. Winter Simulation Conference Proceedings.

 

Kelton, David (2000). (Published). Experimental Design for Simulation. Winter Simulation Conference Proceedings.

 

Chen, E. Jack; Kelton, David (2000). (Published). Mean Estimation Based on Phi-Mixing Sequences. Proceedings of the 33rd Annual Simulation Symposium.

 

Kelton, David (1999). (Published). Designing Simulation Experiments. Winter Simulation Conference Proceedings.

 

Chen, E. Jack; Kelton, David (1999). (Published). Simulation-Based Estimation of Quantiles. Winter Simulation Conference Proceedings.

 

Jing, G. G.; Kelton, David; Arantes, Jose C.; Houshmand, Ali A. (1998). (Published). Modeling a Controlled Conveyor Network with Merging Configuration. Winter Simulation Conference Proceedings.

 

Meyer, Lori W.; Kelton, David; Sherman, S. N.; Meyer, K. E. (1997). (Published). Simulation of the Seahawk Telemedicine Project. SCS Western Multiconference Proceedings - Simulation in the Medical Sciences.

 

Kelton, David (1997). (Published). Statistical Analysis of Simulation Output. Winter Simulation Conference Proceedings.

 

Kelton, David (1996). (Published). Statistical Issues in Simulation. Winter Simulation Conference Proceedings.

 

Kelton, David (1995). (Published). A Tutorial on Design and Analysis of Simulation Experiments. Winter Simulation Conference Proceedings.

 

Kelton, David (1994). (Published). Analysis of Output Data. Winter Simulation Conference Proceedings.

 

Kelton, David (1994). (Published). Panelist Position Statement for Teaching Simulation: A Panel Discussion. Winter Simulation Conference Proceedings.

 

Kelton, David (1994). (Published). Perspectives on Simulation Research and Practice. ,6 ORSA Journal on Computing.

 

Kelton, David (1994). (Published). Statistical Simulation Software: An Introspective Appraisal. Winter Simulation Conference Proceedings.

 

Kelton, Chris; Kelton, David (1993). (Published). Closure-State Specification for Markov-Process Models with Incomplete Micro Data. ,47 Journal of Statistical Computation and Simulation.

 

Allen, Sarah; Goodman, Rebbeca; Podkopacz, Marcy; Kelton, David; Shanker, Aarti (1993). (Published). Evaluation of Probation/Parole Scheduling via Simulation. Winter Simulation Conference Proceedings.

 

Shanker, Murali S.; Kelton, David; Padman, Rema (1993). (Published). Measuring Congestion for Dynamic Task Allocation in Distributed Simulation. ,5 ORSA Journal on Computing.

 

Charnes, John M.; Kelton, David (1993). (Published). Multivariate Autoregressive Techniques for Constructing Confidence Regions on the Mean Vector. ,39 Management Science.

 

Bischak, Diane P.; Kelton, David; Pollock, Stephen M. (1993). (Published). Weighted Batch Means for Confidence Intervals in Steady-state Simulations. ,39 Management Science.

 

Vincent, Steven; Kelton, David (1992). (Published). Distribution Selection and Validation. Winter Simulation Conference Proceedings.

 

Kelton, Chris; Kelton, David (1991). (Published). A Comparison of Micro versus Macro Point Estimators for Markov-Process Models. ,38 Journal of Statistical Computation and Simulation.

 

Shanker, Aarti; Kelton, David (1991). (Published). Empirical Input Distributions: An Alternative to Standard Distributions in Simulation Modeling. Winter Simulation Conference Proceedings.

 

Kelton, David; Hancock, Walton M.; Bischak, Diane P. (1990). (Published). Adjustment Rules Based on Quality Control Charts. ,28 International Journal of Production Research.

 

Kelton, David (1990). (Published). Alternative Approaches for Specifying Input Distributions and Processes (Panel Editor). Winter Simulation Conference Proceedings.

 

Shanker, Murali; Kelton, David; Padman, Rema (1989). (Published). Adaptive Distribution of Model Components via Congestion Measures. Winter Simulation Conference Proceedings.

 

Kelton, David (1989). (Published). Panelist Position Statement for Experimental Design Issues for Large Scale Simulation Models. Winter Simulation Conference Proceedings.

 

Kelton, David (1989). (Published). Random Initialization Methods in Simulation. ,21 IIE Transactions.

 

Charnes, John M.; Kelton, David (1988). (Published). A Comparison of Confidence Region Estimators for Multivariate Simulation Output. Winter Simulation Conference Proceedings.

 

Kelton, David (1988). (Published). Designing Computer Simulation Experiments. Winter Simulation Conference Proceedings.

 

Murray, Joseph R.; Kelton, David (1988). (Published). Initializing for Bias Reduction: Some Analytical Considerations. Winter Simulation Conference Proceedings.

 

Murray, Joseph R.; Kelton, David (1988). (Published). The Transient Behavior of the M/Ek/2 Queue and Steady-State Simulation. ,15 Computers & Operations Research.

 

Kelton, Chris; Kelton, David (1987). (Published). Comparison of Hypothesis Testing Techniques for Markov Processes Estimated from Micro vs. Macro Data. ,8 The Annals of Operations Research.

 

Hancock, Walton M.; Lundberg, Daniel; Kelton, David; Bischak, Diane P. (1987). (Published). Economically Optimal Sample Size, Frequency, and Capability Indices using X–Bar Charts. ,25 International Journal of Production Research.

 

Kelton, David (1986). (Published). Replication Splitting and Variance for Simulating Discrete-Parameter Stochastic Processes. ,4 Operations Research Letters.

 

Kelton, David (1986). (Published). Statistical Analysis Methods Enhance Usefulness, Reliability of Simulation Models. ,18 Industrial Engineering.

 

Kelton, David (1986). (Published). Statistical Design and Analysis. Winter Simulation Conference Proceedings.

 

Kelton, David (1985). (Published). Analysis of Simulation Output Data. Winter Simulation Conference Proceedings.

 

Kelton, Chris; Kelton, David (1985). (Published). Development of Specific Hypothesis Tests for Estimated Markov Chains. ,23 Journal of Statistical Computation and Simulation.

 

Kelton, David; Law, Averill M. (1985). (Published). The Transient Behavior of the M/M/s Queue, with Implications for Steady-State Simulation. ,33 Operations Research.

 

Kelton, David (1985). (Published). Transient Exponential-Erlang Queues and Steady-State Simulation. ,28 Communications of the ACM (Association for Computing Machinery).

 

Kelton, David; Law, Averill M. (1984). (Published). An Analytical Evaluation of Alternative Strategies in Steady-State Simulation. ,32 Operations Research.

 

Law, Averill M.; Kelton, David (1984). (Published). Confidence Intervals for Steady-State Simulations, I: A Survey of Fixed Sample Size Procedures. ,32 Operations Research.

 

Kelton, David; Kelton, Chris (1984). (Published). Hypothesis Tests for Markov Process Models Estimated from Aggregate Frequency Data. ,79 Journal of the American Statistical Association.

 

Kelton, David (1984). (Published). Input Data Collection and Analysis. Winter Simulation Conference Proceedings.

 

Kelton, Chris; Kelton, David (1984). (Published). Markov Process Models: A General Framework for Estimation and Inference in the Absence of State Transition Data in Mathematical Modelling in Science and Technology, the Fourth International Conference. ,Mathematical Modelling in Science and Technology, the Fourth International Conference (Zurich) Oxford, England: Pergamon Press.

 

Kelton, David; Law, Averill M. (1983). (Published). A New Approach for Dealing with the Startup Problem in Discrete Event Simulation. ,30 Naval Research Logistics Quarterly.

 

Kelton, David (1983). (Published). Simulation Analysis. Winter Simulation Conference Proceedings.

 

Kelton, Chris; Kelton, David (1982). (Published). Advertising and Intraindustry Brand Shift in the U.S. Brewing Industry. ,30 The Journal of Industrial Economics.

 

Law, Averill M.; Kelton, David (1982). (Published). Confidence Intervals for Steady-State Simulations, II: A Survey of Sequential Procedures. ,28 Management Science.

 

Kelton, David (1981). (Published). A Perspective on the Initial Transient Problem in Steady-State Simulation. Winter Simulation Conference Proceedings.

 

Law, Averill M.; Kelton, David; Koenig, Lloyd W. (1981). (Published). Relative Width Sequential Confidence Intervals for the Mean. ,B10 Communications in Statistics.

 

Kelton, David; Law, Averill M. (1978). (Published). A Mean-Time Comparison of Algorithms for the All-Pairs Shortest-Path Problem with Arbitrary Arc Lengths. ,8 Networks.

 

Published Books

 

Smith, J. S., Sturrock, D. T., Kelton, D., & Takakuwa, S. (2017). (Published).Simio?????????:??????????????? (translation into Japanese of Simio and Simulation: Modeling, Analysis, Applications, 4th ed.). Pittsburgh, Pennsylvania: Simio LLC e-books.

 

Smith, J. S., Sturrock, D. T., & Kelton, D. (05/03/2017). (Published).Simio and Simulation: Modeling, Analysis, Applications (4th ed.). Dubuque, Iowa: McGraw-Hill.

 

Kelton, D., Smith, J. S., Sturrock, D. T., & Perovrol, F. (2015). (Published).Simio e Simulação : Modelagem , Análise, Aplicações (translation into Portuguese of Simio and Simulation: Modeling, Analysis, Applications, 3rd ed.). Pittsburgh, Pennsylvania: Simio LLC e-books.

 

Kelton, D., Smith, J. S., Sturrock, D. T., & Dosdogru, A. (2015). (Published).Simio ve Simülasyon: Modelleme, Analiz, Uygulamalar (translation into Turkish of Simio and Simulation: Modeling, Analysis, Applications, 3rd ed.). Pittsburgh, Pennsylvania: Simio LLC e-books.

 

Kelton, D., Smith, J. S., Sturrock, D. T., & Takakuwa, S. (2015). (Published).Simio?????????:??????????????? (translation into Japanese of Simio and Simulation: Modeling, Analysis, Applications, 3rd ed.). Pittsburgh, Pennsylvania: Simio LLC e-books.

 

Kelton, D., Sadowski, R. P., & Zupick, N. B. (2015). (Published).Simulation With Arena, 6th edition. New York: McGraw-Hill Education.

 

Kelton, D., Sadowski, R. P., & Zupick, N. B. (2015). (Published).??? ? ????? (translation into Korean of Simulation With Arena, 6th edition). Seoul, Korea: McGraw-Hill Education Korea Ltd..

 

Kelton, D., Smith, J. S., & Sturrock, D. T. (2014). (Published).Simio and Simulation: Modeling, Analysis, Applications (3rd ed.). Dubuque, Iowa: McGraw-Hill.

 

Kelton, D., Smith, J. S., Sturrock, D. T., & Perovrol, F. (2012). (Published).Simio et Simulation: Modélisation, Analyse, Applications (translation into French of Simio and Simulation: Modeling, Analysis, Applications, 2nd ed.). Pittsburgh, Pennsylvania: Simio LLC e-books.

 

Kelton, D., Smith, J. S., Sturrock, D. T., & Takakuwa, S. (2012). (Published).Simio?????????:??????????????? (translation into Japanese of Simio and Simulation: Modeling, Analysis, Applications, 2nd ed.). Pittsburgh, Pennsylvania: Simio LLC e-books.

 

Kelton, D., Smith, J. S., & Sturrock, D. T. (2011). (Published).Simio and Simulation: Modeling, Analysis, Applications (2nd ed.). Dubuque, Iowa: McGraw-Hill.

 

Kelton, D., Smith, J. S., Sturrock, D. T., & Muñoz, D. F. (2011). (Published).Simio y Simulación: Modelado, Análisis, Aplicaciones (translation into Spanish of Simio and Simulation: Modeling, Analysis, Applications, 2nd ed.). Pittsburgh, Pennsylvania: Simio LLC e-books.

 

Kelton, D., Smith, J. S., Sturrock, D. T., & Verbraeck, A. (2010). (Published).Simio and Simulation: Modeling, Analysis, Applications. Dubuque, Iowa: McGraw-Hill.

 

Kelton, D., Sadowski, R. P., & Swets, N. B. (2010). (Published).Simulation With Arena, 5th edition. New York: McGraw-Hill.

 

Kelton, D., Sadowski, R. P., & Sturrock, D. T. (2008). (Published).Simulation With Arena, 4th edition - Korean translation. Seoul: McGraw-Hill Korea.

 

Kelton, D., Sadowski, R. P., & Sturrock, D. T. (2008). (Published).Simulation With Arena, 4th edition - Spanish translation. Mexico City: McGraw-Hill Interamericana Editores.

 

Kelton, D., Sadowski, R. P., & Sturrock, D. T. (2007). (Published).Simulation With Arena, 4th edition. New York: McGraw-Hill.

 

Kelton, D., Sadowski, R. P., & Sturrock, D. T. (2006). (Published).Simulation With Arena, 3rd edition - Chinese translation. Shanghai: Asia Machine Press.

 

Kelton, D., Sadowski, R. P., & Sturrock, D. T. (2005). (Published).Simulation With Arena, 3rd edition - Korean translation. Seoul: McGraw-Hill Korea.

 

Kelton, D., Sadowski, R. P., & Sturrock, D. T. (2004). (Published).Simulation With Arena, 3rd edition. New York: McGraw-Hill.

 

Kelton, D., Sadowski, R. P., & Sadowski, D. A. (2002). (Published).Simulation With Arena, 2nd edition. New York: McGraw-Hill.

 

Kelton, D., Sadowski, R. P., & Sadowski, D. A. (2002). (Published).Simulation With Arena, 2nd edition - Korean translation. Seoul: McGraw-Hill Korea.

 

Law, A. M., & Kelton, D. (2000). (Published).Simulation Modeling and Analysis, 3rd edition. New York: McGraw-Hill.

 

Kelton, D., Sadowski, R. P., & Sadowski, D. A. (1999). (Published).Simulation With Arena - Japanese translation. Tokyo: Corona Publishing Co., Ltd..

 

Kelton, D., Sadowski, R. P., & Sadowski, D. A. (1999). (Published).Simulation With Arena - Korean translation. Seoul: McGraw-Hill Korea.

 

Kelton, D., Sadowski, R. P., & Sadowski, D. A. (1998). (Published).Simulation With Arena. New York: McGraw-Hill.

 

Law, A. M., & Kelton, D. (1991). (Published).Simulation Modeling and Analysis, 2nd edition. New York: McGraw-Hill.

 

Law, A. M., & Kelton, D. (1982). (Published).Simulation Modeling and Analysis. New York: McGraw-Hill.

 

Book Chapter

 

Kelton, David (2012). (Published)Improving Pharmacy Operations by Using Computer Simulation. In Javier Faulin, Angel A. Juan, Scott E. Grasman, and Michael J. Fry(Eds.), London: Decision Making in Service Industries: A Practical Approach (Taylor & Francis).

 

Kelton, David (2006). (Published)Implementing Representations of Uncertainty. In Shane G. Henderson and Barry L. Nelson(Eds.), Amsterdam: Handbooks in Operations Research and Management Science, Volume 13: Simulation (Elsevier).

 

Kelton, David (1992). (Published)Simulation. Macmillan Encyclopedia of Computers.

 

Kelton, David (1988). (Published)Computer Simulation in Manufacturing. Competing Through Productivity and Quality.

 

Kelton, David (1987). (Published)Stochastic Simulation: Initial Transient Techniques. Systems and Control Encyclopedia: Theory, Technology, Applications.


Additional Publications

 

Review

  Kelton, David (1998). (Published) Review of of "Simulation Games and Learning in Production Management," edited by Jens O. Riis IIE Transactions.

  Kelton, David (1990). (Published) Review of "Principles of Random Variate Generation" by John Dagpunar SIAM Review.

  Kelton, David (1986). (Published) Review of "Elements of Simulation" by Byron J.T. Morgan SIAM Review.


Presentations

 

Invited Presentations

 

Juan, A.; Chica, M.; de Amas, J.; Kelton, David (09-2016). Simheuristics: A Method of First Resort for Solving Real-Life Combinatorial Optimization Problems. OR58: The Operational Research Society Annual Conference, The Operational Research Society (UK) ,University of Portsmouth, UK. Conference International

 

Kelton, David (05/06/2016). Manuscript Writing Workshop (Panelist). University of Cincinnati LEAF (Leadership, Empowerment, Advancement for Women Stem Faculty) ,Cincinnati. Workshop Local

 

Kelton, David (05/04/2016). Irregular Simulation: Input Modeling, Applications, Heresies. SEED Center for Data Farming, Department of Operations Research, Naval Postgraduate School ,Monterey, California. Seminar International

 

Kelton, David (09-2015). Irregular Simulation: Input Modeling and Applications. 16th ASIM (Arbeitsgemeinschaft Simulation im deutschsprachigen Raum) Dedicated Conference on Simulat ,Dortmund, Germany. Conference International http://www.asim-fachtagung-spl.de/asim2015/en/fachtagung.htm > Program > Keynotes (slides and support files available there)

 

Kelton, David (07-2015). Input Data. 2015 Arena Academic Symposium, Rockwell Automation, Inc. ,Austin, Texas. Conference International Funded by host. http://arena-simulation.com/academic-symposium2015-index

 

Kelton, David (07-2015). Output Analysis. 2015 Arena Academic Symposium, Rockwell Automation, Inc. ,Austin, Texas. Conference International Funded by host. http://arena-simulation.com/academic-symposium2015-index

 

Kelton, David (07-2015). Valid Arena Models in Complex Real-World Settings: Simulation as a Method of Choice. 2015 Arena Academic Symposium, Rockwell Automation, Inc. ,Austin, Texas. Conference International Funded by host. http://arena-simulation.com/academic-symposium2015-index

 

Kasaie, Parastu; Mathema, Barun; Kelton, David; Azman, Andrew; Pennington, Jeff; Dowdy, David W. (07-2015). A Novel Approach for Estimating the Contribution of Recent Transmission to Tuberculosis Incidence. INFORMS Healthcare 2015, INFORMS ,Nashville. Conference International

 

Kelton, David (02-2015). Valid Models and Analysis of Risk in Complex Real-World Settings: Simulation as a Method of Choice. Risk-Analytics Day, University of Cincinnati Center for Business Analytics ,Cincinnati. Conference National Funded by host.

 

Kasaie, Parastu; Kelton, David; Dowdy, David W. (11-2014). A Simulation-Based Approach to Estimate the Proportion of Tuberculosis Recent Transmission. INFORMS Annual Meeting, INFORMS ,San Francisco. Conference International

 

Kelton, David (04-2013). Irregular Simulation: Input Modeling and Applications (delivered online in real time). 2013 International Conference on Science, Technology, Engineering, and Innovation, Facultad de Ciencias Químicas e Ingeniería, Universidad Autónoma de Baja California ,Tijuana, Mexico. Conference International

 

Kelton, David (04-2013). Some Real Applications of Simulation With Arena (delivered online in real time). 2013 International Conference on Science, Technology, Engineering, and Innovation, Facultad de Ciencias Químicas e Ingeniería, Universidad Autónoma de Baja California ,Tijuana, Mexico. Conference International

 

Kelton, David (2010). Experimental Design for Simulation. Logistic Division, Institute of Machines and Vehicles, Faculty of Machines and Transportation, Polit ,Poznan, Poland. International

 

Kelton, David (2010). Some Real Applications of Simulation With Arena. Logistic Division, Institute of Machines and Vehicles, Faculty of Machines and Transportation, Polit ,Poznan, Poland. International

 

Kelton, David (2010). Guest lecture in two meetings of OA 4665, Introduction to Joint Combat Modeling. Naval Postgraduate School, Operations Research Department National

 

Kelton, David (2010). Irregular Simulation: Input Modeling and Applications. OR-Ohio ,Cincinnati. State Keynote address

 

Kelton, David (05-2010). Nonstandard Simulation with Arena: Input Modeling and Examples. ArenaSphere, Rockwell Automation ,Las Vegas. International Keynote address http://www.arenasimulation.com/arenasphere_home.aspx

 

Kelton, David (2009). Modeling the Effects of a Transportation Security Incident Upon the Marine Transportation System. Dept. of Operational Sciences, U.S. Air Force Instititue of Technology ,Dayton, Ohio. National

 

Kelton, David (2009). Not, Why, How Not, and How To Simulate: Introduction and Applications. SEED Center for Data Farming, Naval Postgraduate School, Department of Operations Research ,Monterey, California. National

 

Kelton, David (2009). Experimental Design for Simulation. Turkish Military Academy and Middle East Technical University ,Ankara, Turkey. International Funded by host.

 

Kelton, David (2009). Issues and Possibilities in Contemporary Simulation. Turkish Military Academy and Middle East Technical University ,Ankara, Turkey. International Funded by host.

 

Kelton, David (2009). Some Real Applications of Simulation With Arena. Turkish Military Academy and Middle East Technical University ,Ankara, Turkey. International Funded by host.

 

Kelton, David (2009). Statistical Aspects of Simulation Software: What We Need (and Could Have). Turkish Military Academy and Middle East Technical University ,Ankara, Turkey. International Funded by host.

 

Kelton, David (2009). Introduction to Dynamic Simulation Modeling in Arena: A Health-Care Case. Wisconsin School of Business ,Madison, Wisconsin. Local Guest lecture in Jim Morris"s Operations Research II class.

 

Kelton, David (10-2009). Why Not, Why, How Not, and How To Simulate: Introduction and Applications. XVI Congreso Industrial (16th Industrial Congress) - Mexico, Tecnológico de Monterrey (Monterrey Technical University) ,Monterrey, Mexico. International Keynote address to approximately 1,800 attendees

 

Kelton, David (2008). Analysis and Simulation: Soulmates or Odd Couple?. MOVES Institute, Naval Postgraduate School ,Monterey, California. National

 

Kelton, David (2008). Guest lectures in three graduate combat-modeling and simulation classes. Naval Postgraduate School, Operations Research Department National

 

Kelton, David; Brown, Gerald G.; Kline, Jeffrey; Pidgeon, LCDR Edward (2008). Infrastructure for Increased Port Resilience and Security. Navis World 2008 Conference ,San Francisco. International

 

Kelton, David; Bencomo, U.S. Navy, LCDR Luis A. (2008). Evaluation of System Impacts of Container-Port Vulnerabilities. The Pentagon, Office of the Under-Secretary of Defense for Homeland Defense and America's Security Affairs ,Washington, DC. National

 

Kelton, David; Bencomo, U.S. Navy, LCDR Luis A. (2008). Simulating Container-Port Operations. U.S. Department of Transportation, Maritime Administration (MARAD) ,Washington, DC. National

 

Kelton, David (2008). 2.5 Real, Recent, and Incomplete Applications of Simulation With Arena. Wisconsin School of Business ,Madison, Wisconsin. Local Guest lecture in Jim Morris"s Operations Research II class.

 

Kelton, David (2007). Statistical Aspects of Simulation Software: What We Need (and Could Have). University of Wisconsin, Industrial and Systems Engineering ,Madison, Wisconsin. Local

 

Kelton, David (2007). Introduction to Dynamic Simulation and Arena. Wisconsin School of Business ,Madison, Wisconsin. Local Guest lecture in Jim Morris"s Operations Research II class.

 

Kelton, David (2006). Statistical Support in Simulation Software: What We Need (and Could Have). 11th AIAA/ISSMO (American Institute of Aeronautics and Astronautics; International Society for Struc ,Portsmouth, Virginia. International Funded by host.

 

Kelton, David (2006). Statistical Aspects of Simulation Software: What We Need (and Could Have). Madrid Discrete Event Simulation Conference I, Grupo de Ingeniería de Organización y Logística, Escu, Universidad Politécnica de Madrid ,Madrid, Spain. International Funded by host.

 

Kelton, David (2006). Guest lectures in two graduate simulation classes. Naval Postgraduate School, Operations Research Department National

 

Kelton, David (2006). Statistical Support in Simulation Software: Needs and (Definite) Possibilities. U.S. Army Training and Doctrine Command Analysis Center, Naval Postgraduate School (TRAC-Monterey) ,Monterey, California. National

 

Kelton, David (2006). Intermediate Modeling and Steady-State Statistical Analysis. Wisconsin School of Business ,Madison, Wisconsin. Local Guest lecture in Jim Morris"s Operations Research II class.

 

Kelton, David (2005). Modern Simulation and Tools: An Introduction. INFORMS Practice Meeting, INFORMS ,Palm Springs, California. National

 

Kelton, David (2005). Guest lectures in three graduate simulation classes. Old Dominion University ,Norfolk, Virginia. Local

 

Kelton, David (2005). Some Modest Proposals for Simulation Software. Virginia Modeling, Analysis, and Simulation Center, Old Dominion University ,Norfolk, Virginia. National

 

Kelton, David (10-2004). Stochastic Simulation: Exploring Randomness in Inputs and Outputs. Consumer Market Knowledge Research Incubator, Procter & Gamble ,Cincinnati. Regional

 

Kelton, David (10-2004). Issues and Possibilities in Contemporary Simulation, 90-minute tutorial. INFORMS National Meeting, INFORMS ,Denver. National

 

Kelton, David (09-2004). Possibilities for Simulation Software: A Truly Modest Proposal. Operations Research 2004, Annual International Conference of the German Operations Research Society, ,Tilburg, The Netherlands. International

 

Kelton, David (09-2004). Possibilities for Simulation Software: A Truly Modest Proposal. U.S. Air Force Institute of Technology, Department of Operational Sciences, U.S. Air Force ,Dayton, Ohio. Regional

 

Kelton, David (05-2002). Case Studies in Good and Bad Simulation Practice. INFORMS Conference on Practice, INFORMS ,Montréal. National

 

Kelton, David (11-2001). Research/Doctoral Programs, Teaching, and Industrial Applications: Conflict or Harmony?. INFORMS National Meeting, INFORMS ,Miami Beach. National Keynote Address, Teaching Effectiveness Colloquium, Doctoral Student Colloquium, and Industry Colloquium

 

Kelton, David (06-2001). Designing Simulation Experiments. Department of Industrial Engineering, Pohang University of Science and Technology (Postech) ,Pohang, Korea. International

 

Kelton, David (06-2001). Designing Simulation Experiments. Seoul National University, Statistical Research Center for Complex Systems ,Seoul, Korea. International

 

Kelton, David (06-2001). Simulation Modeling, Design, and Analysis, six-hour workshop. Sookmyung Women's University, Industrial Section of the Korean Statistical Society, Hyundai Motors, Korean Telecommunications Mega ,Seoul, Korea. International

 

Kelton, David (03-2001). Design and Analysis of Simulation Experiments. IIE Simulation Solutions Conference, IIE ,Denver. National

 

Kelton, David (03-2001). Introduction to Simulation, all-day tutorial. IIE Simulation Solutions Conference, IIE ,Denver. National

 

Kelton, David (05-2000). Experimental Design for Simulation. INFORMS National Meeting, INFORMS ,Salt Lake City. National

 

Kelton, David (05-2000). Introduction to the Latest Advances and Uses of Simulation. University of Mississippi, Hearin Center for Enterprise Science ,Oxford, Mississippi. International

 

Kelton, David (03-2000). Introduction to Simulation, all-day tutorial. IIE Simulation Solutions Conference, IIE ,Hilton Head Island, South Carolina. National

 

Kelton, David (11-1999). Design and Analysis of Simulation Experiments. Procter & Gamble Process Systems Technology Center, Procter & Gamble ,Cincinnati. Regional

 

Kelton, David (11-1999). Design and Analysis of Simulation Experiments. United States Military Academy, West Point, Department of Systems Engineering ,West Point, New York. International

 

Kelton, David (05-1999). Design and Analysis of Simulation Experiments. INFORMS National Meeting, INFORMS ,Cincinnati. International

 

Kelton, David (04-1998). Input Modeling in Simulation. Lockheed Martin Corporation, Lockheed Martin Corporation ,Denver. Regional

 

Kelton, David (04-1998). Simulation Progress, Problems, and Opportunities. University of Colorado at Denver, College of Business, University of Colorado at Denver ,Denver. Regional

 

Kelton, Chris; Kelton, David (05-1989). Closure-State Specification in Estimated Markov Processes. CORS/TIMS/ORSA Joint National Meeting, CORS/TIMS/ORSA ,Vancouver, Canada. International Oral presentation

 

Kelton, Chris; Kelton, David (01-1985). Comparison of Inference Techniques for Markov Processes Estimated from Micro vs. Macro Data. ORSA / TIMS Applied Probability Special Interest Meeting, Operations Research Society of America and the Institute of Management Sciences ,Williamsburg, Virgina USA. National Oral presentation

 

Kelton, David; Kelton, Chris (11-1983). Power of Tests for Markov Processes Estimated from Aggregate Frequency Data. ORSA / TIMS National Meeting, Operations Research Society of America and the Institute of Management Sciences ,Orlando, Florida USA. National Oral presentation

 

Honors and Awards

  04-2017 Research Excellence Award Scholarship/Research College

  12-2013 ACM-SIGSIM Best Student Paper Award for the 2013 Winter Simulation Conference http://www.acm-sigsim-mskr.org/bestPhDpaperAwardRecipients.htm Scholarship/Research International

  2013 Dean"s List of Teaching Excellence Teaching College

  2013 National Student Research Forum, Best Oral Presentation Medical Student A. Best won this, and I was one of the other co-authors, along with C. Dixon, M.J. Ward, and C.J. Lindsell Scholarship/Research National

  2013 Nominated (by others) for Harold J. Grilliot Award for exemplary service to undergraduate organizations (I declined the nomination) Teaching College

  2013 Nominated (by others) for Michael L. Dean EXCEL Graduate Teaching Award (I declined the nomination since I was nominating someone else, who went on to win) Teaching College

  2012 Medical Student Summer Research Program, First Place Medical Student A. Best won this, and I was one of the other co-authors, along with C. Dixon, M.J. Ward, and C.J. Lindsell Scholarship/Research University

  2012 Nominated (by others) for Michael L. Dean EXCEL Graduate Teaching Award (I declined the nomination since I was nominating someone else, who went on to win) Teaching College

  2011 Nominated (by others) for Michael L. Dean EXCEL Graduate Teaching Award (I declined the nomination since I was nominating someone else, who went on to win) Teaching College

  03/15/2011 Fellow Scholarship/Research University

  2007 Fellow

  2004 Fellow

  2000 Outstanding Simulation Publication Award for A.M. Law and W.D. Kelton, Simulation Modeling and Analysis, McGraw-Hill, third edition

  1998 Distinguished Service Award

  1998 First Edition of the Year award First Edition of the Year award, 1998, for sales success of W.D. Kelton, R.P. Sadowski, and D.A. Sadowski, Simulation with Arena, 1998, McGraw-Hill National Sales Meeting.

  1997 Meritorious Service Award for editorial work for the journal Operations Research

  1996 Omega Rho, Faculty Member from 1996

  1994 Operations Research Division Award

  1991 Listed in IIE Speakers' Directory (invited) from 1991

  1991 Listed in Profiles in Business and Management: An International Directory of Scholars and Their Research (CD-ROM)

  1982 Best Simulation Paper in Management Science for A.M. Law and W.D. Kelton, Confidence Intervals for Steady-State Simulations, II: A Survey of Sequential Procedures, Management Science 28, 550–562 (shared with one other paper)

 

Student Advising

  Frost, Joseph Master"s Thesis Committee Member In-Process

  Green, Brittany Comps committee member In-Process

  Rea, David Comps committee member In-Process

  Cronk, Catherine Master"s Thesis Committee Chair Completed 2017

  Harnar, Todd Master"s Thesis Committee Chair Completed 2017

  Wolfe, Alex Master"s Thesis Committee Member Completed 2016

  Laserna Tobar, Diego Alejandro Master"s Thesis Committee Member Completed 2016

  Linkugel, Jacob Master"s Thesis Committee Member Completed 2016

  Dinger, Steven Comps committee member In-Process 2016

  Ward, Michael Dissertation Committee Member In-Process 2016

  Ashton, Sean Master"s Thesis Committee Chair Completed 2015

  Mariner, Elise Master"s Thesis Committee Member Completed 2015

  Sun, Ruiyi Master"s Thesis Committee Member Completed 2015

  Chen, Xiaoting Dissertation Committee Member Completed 2015

  Takas Castle, Ginger Master"s Thesis Committee Chair Completed 2015

  Floyd, Brian Master"s Thesis Committee Member Completed 2015

  Alurovic, Bryce Master"s Thesis Committee Chair Completed 2014

  Bruemmer, Jason Master"s Thesis Committee Chair Completed 2014

  Harmon, Larissa Master"s Thesis Committee Chair Completed 2014

  Nichols, Maj. Mark Master"s Thesis Committee Chair In-Process 2014

  Renzi, Stephen Master"s Thesis Committee Chair Completed 2014

  Munjuluru, Ajit Master"s Thesis Committee Member Completed 2014

  O'Conner, Kaitlin Master"s Thesis Committee Member Completed 2014

  Chintamaneni, Lohit Master"s Thesis Committee Member In-Process 2014

  Mishra, Mayank Master"s Thesis Committee Member Completed 2014

  Dhawan, Pankaj Master"s Thesis Committee Member Completed 2014

  Chundi, Pavan Master"s Thesis Committee Member Completed 2014

  Kasaie, Parastu Master"s Thesis Committee Chair Completed 2014

  Kasaie, Parastu Dissertation Committee Chair Completed 2014

  Faforiji (co-chaired with Ed Winkofsky), Adebukola Master"s Thesis Committee Chair Completed 2013

  Venkataraman, Chandhrika Master"s Thesis Committee Chair Completed 2013

  Sonnycalb, Matthew Master"s Thesis Committee Chair Completed 2013

  Carson, Susan Master"s Thesis Committee Chair Completed 2013

  Baldasare, Vince Master"s Thesis Committee Chair Completed 2013

  Nair, Arathi Master"s Thesis Committee Member Completed 2013

  Arno, Brian Master"s Thesis Committee Member Completed 2013

  Moody, Jerry Master"s Thesis Committee Member Completed 2013

  Moore, Meghan Master"s Thesis Committee Member Completed 2013

  Arandia (Civil and Environmental Engineering), Ernesto Dissertation Committee Member In-Process 2013

  Abbott, Silky Master"s Thesis Committee Chair Completed 2012

  Schneider, Valerie Master"s Thesis Committee Chair Completed 2012

  Muff, Alexander Master"s Thesis Committee Chair Completed 2012

  Teng, David Master"s Thesis Committee Chair Completed 2012

  Walker, Richard Master"s Thesis Committee Chair Completed 2012

  Clinton, Carol Dissertation Committee Member Completed 2011

  Yang, Muer Dissertation Committee Chair Completed 2011

  Starling, Andy Master"s Thesis Committee Chair Completed 2011

  Bell, Kristin Master"s Thesis Committee Chair Completed 2011

  White, Denise Dissertation Committee Member Completed 2010

  Isla, Alberto Master"s Thesis Committee Chair Completed 2010

  Gaskins, Whitney Master"s Thesis Committee Chair Completed 2010

  Khatami, Amin Master"s Thesis Committee Member Completed 2010

  Vispute, C. Master"s Thesis Committee Chair Completed 2009

  Mueller, L. Master"s Thesis Committee Chair Completed 2009

  Almanza, LCDR C. Master"s Thesis Committee Chair Completed 2009

  Kirtland, A. Master"s Thesis Committee Member Completed 2009

  Pidgeon, LCDR E. Master"s Thesis Committee Chair Completed 2008

  Van Roo, B Dissertation Committee Member Completed 2007

  Nooti, R. Master"s Thesis Committee Chair Completed 2007

  Xuo, G. Master"s Thesis Committee Member Completed 2007

  Zou, H. Master"s Thesis Committee Member Completed 2007

  Kao, H.-C. Master"s Thesis Committee Member Completed 2007

  Remington, A. Master"s Thesis Committee Member Completed 2006

  Lumbantoruan, P. Master"s Thesis Committee Member Completed 2006

  Harrod, S. Master"s Thesis Committee Chair Completed 2005

  Shea, Erin Master"s Thesis Committee Member Completed 2005

  Zhang, G. Master"s Thesis Committee Member Completed 2005

  Crabtree, J. Master"s Thesis Committee Member Completed 2005

  Paul, K. Master"s Thesis Committee Member Completed 2005

  Shen, Kay Xin Master"s Thesis Committee Member Completed 2005

  Poetzsch, Kirsten Master"s Thesis Committee Member Completed 2005

  Roulholiman, M. Master"s Thesis Committee Member Completed 2005

  Reddy, N. Master"s Thesis Committee Member Completed 2005

  Rothstein, Neal Master"s Thesis Committee Member Completed 2005

  Bessire, P. Master"s Thesis Committee Member Completed 2005

  Seetepalli, Pavani Master"s Thesis Committee Member Completed 2005

  Li, Y. Master"s Thesis Committee Member Completed 2005

  Bickel, K. Master"s Thesis Committee Member Completed 2004

  Shao, N. Master"s Thesis Committee Member Completed 2004

  Eisner, N. Master"s Thesis Committee Member Completed 2003

  Cao, Y. Master"s Thesis Committee Member Completed 2003

  Li, M. Dissertation Committee Member Completed 2002

  Norman, S. Dissertation Committee Member Completed 2001

  Shockley, T. Master"s Thesis Committee Member Completed 2001

  Sun, X. Master"s Thesis Committee Member Completed 2001

  Chen, E.J. Dissertation Committee Chair Completed 2000

  Dalvi, G. Master"s Thesis Committee Member Completed 2000

  Balakrishnan, K. Master"s Thesis Committee Member Completed 2000

  Weng, M. Master"s Thesis Committee Member Completed 2000

  Nikolaeva, S. Master"s Thesis Committee Member Completed 2000

  Graman, G. Dissertation Committee Member Completed 1999

  Sinha, M. Master"s Thesis Committee Chair Completed 1999

  Liu, X. Master"s Thesis Committee Member Completed 1999

  Mohan, H. Master"s Thesis Committee Chair Completed 1996

  Papandonatos, G. Dissertation Committee Member Completed 1994

  Park, J. Dissertation Committee Member Completed 1994

  Haugen, D. Dissertation Committee Member Completed 1993

  Evers, P. Dissertation Committee Member Completed 1993

  Arvindh, B. Master"s Thesis Committee Member Completed 1993

  Bhaté-Felsheim , A. Dissertation Committee Chair Completed 1992

  Rohleder, T. Dissertation Committee Chair Completed 1991

  Daniel, J. Dissertation Committee Member Completed 1991

  Cheng, R. Dissertation Committee Member Completed 1991

  Guo, Y. Dissertation Committee Member Completed 1991

  Schnabel, W. Master"s Thesis Committee Member Completed 1991

  Shanker, M. Dissertation Committee Chair Completed 1990

  Buck, H. Master"s Thesis Committee Member Completed 1990

  Keenan, T. Master"s Thesis Committee Member Completed 1990

  Charnes, J. Dissertation Committee Chair Completed 1989

  Chun, Y. Dissertation Committee Chair Completed 1989

  Mahmoodi, F. Dissertation Committee Member Completed 1989

  Meyer, R. Dissertation Committee Member Completed 1989

  Bischak, D. Dissertation Committee Chair Completed 1988

  Murray, J. Dissertation Committee Chair Completed 1988

  Chua, R. Dissertation Committee Member Completed 1988

  Hancock-Boyd, A. Dissertation Committee Member Completed 1986

  Brown, D. Dissertation Committee Member Completed 1984

  Sounderpandian, J. Dissertation Committee Member Completed 1983

  Paxton, W. Dissertation Committee Member Completed 1983

  Vanecek, F. Dissertation Committee Member Completed 1982

  Stanek, G. Dissertation Committee Member Completed 1982

 

Service

  University of Cincinnati Graduate School Policy Committee Committee Member University University 2010 2012

  Faculty Mentor Program Mentor for Bruce Shultes, Industrial Engineering University University 2000 2001

  OBAIS Department RPT Committee Committee Member Departmental Service Department 08/14/2017 04/26/2018

  OBAIS Department Senior Analytics Faculty Recruiting Committee Reviewing applications and attending committee meetings. Committee Member Departmental Service Department 2015 2016

  Department RPT Committee Chair Committee Chair Departmental Service Department 2005 2006

  Seminar Series Committee Chair Departmental Service Department 2005 2006

  Department RPT Committee Chair Committee Chair Departmental Service Department 2002 2003

  Seminar Series Committee Chair Departmental Service Department 2002 2003

  Reappointment, Promotion, and Tenure Committee for Emeritus Status Committee Chair Departmental Service Department 2001 2001

  Seminar Series Committee Chair Departmental Service Department 1996 2001

  College RPT Committee Evaluating cases and attending meetings if asked. OBAIS Department alternate representative University/College Service University 2015 2016

  Masters Programs Committee Committee Member University/College Service University 2010 2011

  Graduate Programs Committee Committee Member University/College Service University 2009 2010

  AQ/PQ Qualifications Accreditation Document Draft Committee Committee Member University/College Service University 2008 2009

  Technology Task Force Committee Member University/College Service University 2003 2006

  Research Fellow and Summer Research Grant Proposal Committee Committee Member University/College Service University 2003 2004

  MS Programs Design Committee Committee Member University/College Service University 2003 2003

  Summer Research Grant Proposal Evaluation Committee Committee Member University/College Service University 2000 2000

  Journal of Business Logistics Special Advisory Board on Methodology (for simulation) Editorial Review Board Member Prof. Org. Service to Professional Associations 2015

  INFORMS Journal on Computing Advising on various journal policies. Advisory Board Prof. Org. Service to Professional Associations 2007

  International Journal of Simulation Modeling Advising on various journal policies. Editorial Review Board Member Prof. Org. Service to Professional Associations 2005

  Research Grants Council of Hong Kong, China (2 proposals) Reviewed 3 proposals (declined one more). Reviewer, Grant Proposal Prof. Org. Service to Professional Associations 2018 2018

  7th International Conference on Operations Research and Enterprise Systems - ICORES 2018 Committee Member Prof. Org. Service to Professional Associations 2017 2018

  Informatics Refereed 1 paper in 2017. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2017 2017

  INFORMS Bonder Scholarship for Applied Operations Research in Health Services Wrote 1 letter for OBAIS PhD student Reference-letter writer Prof. Org. Service to Professional Associations 2017 06/01/2017

  INFORMS Fellow Award, co-nominated one person (successful, with Lee Schruben of UC-Berkeley) Co-nominated one person; got support letters from Steve Pollock (Michigan), Steve Robinson (Wisconsin), and Barry Nelson (Northwestern) Co-nominator of 1 person Prof. Org. Service to Professional Associations 2017 06/15/2017

  Journal of Business Logistics Refereed 2 papers (simulation-methods review) in 2017. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2017 08/31/2017

  Journal of Business Logistics Refereed 2 papers (simulation-methods review) in 2017. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2017 06/15/2017

  Research Grants Council of Hong Kong, China (3 proposals) Reviewed 3 proposals. Reviewer, Grant Proposal Prof. Org. Service to Professional Associations 2017 2017

  U.S. Air Force Institute of Technology, Department of Operational Sciences Reviewed in 2008, 2011, 2017. External reviewer for graduate programs and faculty Prof. Org. Service to Professional Associations 2008 2017

  Proceedings of the Winter Simulation Conference (4 papers reviewed in 2017) Refereed submitted and invited papers, and wrote reviews of them (in 2016 reviewed 4 papers for best-applied-research award). Reviewer, Journal Article Prof. Org. Service to Professional Associations 1992 2017

  Promotion-and-tenure cases Evaluate candidates at other universities going up for tenure or promotion to associate professor, primarily in terms of the content of their research. Reviewer, Ad Hoc Reviewer Prof. Org. Service to Professional Associations 1990 2017

  Journal of Business Logistics Refereed 1 paper (simulation-methods review) in 2016; one paper in 2017. Reviewer, Journal Article Prof. Org. Service to Professional Associations 08/30/2017 08/30/2017

  Journal of Business Logistics Refereed 1 paper (simulation-methods review) in 2016; one paper in 2017. Reviewer, Journal Article Prof. Org. Service to Professional Associations 03/13/2017 03/13/2017

  Research Grants Council of Hong Kong, China Reviewed 1 proposal. Reviewer, Grant Proposal Prof. Org. Service to Professional Associations 2016 2016

  International Journal of Simulation and Process Modelling Refereed 1 paper in 2003; two papers in 2012; one paper in 2016; one paper in 2017. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2003 2016

  Journal of Business Logistics Refereed 1 paper (simulation-methods review) in 2016; one paper in 2017. Reviewer, Journal Article Prof. Org. Service to Professional Associations 09/11/2016 09/11/2016

  National Science Foundation Panelist for CAREER Grants through the Service, Manufacturing, and Operations Research Program, Division of Civil, Mechanical and Manufacturing Innovation. Panelist Prof. Org. Service to Professional Associations 2015 2015

  Promotion-to-full cases Evaluate candidates at other universities going up for promotion to full professor, primarily in terms of the content of their research. Reviewer, Ad Hoc Reviewer Prof. Org. Service to Professional Associations 1991 2015

  Qatar National Research Fund Reviewed 1 proposal. Reviewer, Grant Proposal Prof. Org. Service to Professional Associations 2014 2014

  University of Iowa, Department of Management Scineces External reviewer for proposal for MS in Business Analytics Prof. Org. Service to Professional Associations 2014 2014

  INFORMS Simulation Society, Lifetime Professional Achievement Award Wrote 5 endorsement letters. Reviewer, Ad Hoc Reviewer Prof. Org. Service to Professional Associations 2001 2014

  Journal of Simulation Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2013 2013

  Research Grants Council of Hong Kong, China Reviewed 1 proposal. Reviewer, Grant Proposal Prof. Org. Service to Professional Associations 2013 2013

  Winter Simulation Conference Track Program Committee member, Simulation for Decision Making Prof. Org. Service to Professional Associations 2013 2013

  Committee for Review and Search for Editor-in-Chief of INFORMS Journal on Computing Committee Chair Prof. Org. Service to Professional Associations 2012

  Modelling and Simulation in Engineering Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2012 2012

  IASTED (International Association of Science and Technology for Development) International Conference on Applied Simulation and Modelling Committee Member Prof. Org. Service to Professional Associations 2011 2012

  International Journal of Shipping and Transport Logistics Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2011 2012

  Member of International Program Committee, IASTED (International Association of Science and Technology for Development) International Conference on Applied Simulation and Modelling (ASM 2011-12), Crete, Greece (2011) and Napoli, Italy (2012) Conference-Related Prof. Org. Service to Professional Associations 2011 2012

  INFORMS Fellows Committee Wrote 8 INFORMS Fellow endorsement letters. Reviewer, Ad Hoc Reviewer Prof. Org. Service to Professional Associations 2005 2012

  Simulation Modelling Practice and Theory Refereed 2 papers. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2004 2012

  Simulation: Transactions of the Society for Modeling and Simulation International Refereed 8 papers, 3 of them in 2011, and 2 of them in 2012. Reviewer, Journal Article Prof. Org. Service to Professional Associations 1989 2012

  1st International Conference on Simulation and Modeling Methododologies, Technologies, and Applications (SIMULTECH 2011) Committee Member Prof. Org. Service to Professional Associations 2011

  Communications in Statistics - Theory and Methods Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2011 2011

  INFORMS Computing Society Prize Committee Judge papers nominated for this prize ... other committee members were Sam Burer (University of Iowa) and Pascal van Hentenryck (Brown University). Member Prof. Org. Service to Professional Associations 2011 2011

  Member of Program Committee, 1st International Conference on Simulation and Modeling Methododologies, Technologies, and Applications (SIMULTECH 2011), Noordwijkerhout, The Netherlands Conference-Related Prof. Org. Service to Professional Associations 2011 2011

  Proceedings of the 14th Meeting of the EURO Working Group on Transportation (EWGT): In Quest for Advanced Models, Tools and Methods for Transportation/Logistics, Politechnika Poznanska (Poznan University of Technology), Poznan, Poland Refereed 1 paper. Reviewer, Conference Paper Prof. Org. Service to Professional Associations 2011 2011

  Proceedings of the 1st International Conference on Simulation and Modeling Methododologies, Technologies, and Applications (SIMULTECH 2011), Noordwijkerhout, The Netherlands Refereed 1 paper. Reviewer, Conference Paper Prof. Org. Service to Professional Associations 2011 2011

  Proceedings of the 26th Mini-Euro Conference Intelligent Decision Making in Transportation/Logistics New Trends and Directions, Politechnika Poznanska (Poznan University of Technology), Poznan, Poland Refereed 1 paper. Reviewer, Conference Paper Prof. Org. Service to Professional Associations 2011 2011

  Proceedings of the IASTED Applied Simulation and Modelling Conference (ASM 2011) Refereed 2 papers. Reviewer, Conference Paper Prof. Org. Service to Professional Associations 2011 2011

  Statistics and Computing Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2011 2011

  IASTED (International Association of Science and Technology for Development) International Conference on Applied Simulation and Modelling Committee Member Prof. Org. Service to Professional Associations 2010 2011

  Production and Operations Management Associate Editor for special issue on healthcare operations Editor, Associate Editor Prof. Org. Service to Professional Associations 2010 2011

  IIE Fellows Committee Wrote four IIE Fellow endorsement letters. Reviewer, Ad Hoc Reviewer Prof. Org. Service to Professional Associations 2005 2011

  ACM Transactions of Modeling and Computer Simulation (TOMACS) Refereed 4 papers. Prof. Org. Service to Professional Associations 1993 2011

  Computers and Operations Research Refereed 9 papers. Reviewer, Journal Article Prof. Org. Service to Professional Associations 1989 2011

  Ford Foundation Reviewed 1 proposal. Reviewer, Grant Proposal Prof. Org. Service to Professional Associations 2010 2010

  INFORMS Computing Society Prize Reviewer, Ad Hoc Reviewer Prof. Org. Service to Professional Associations 2010 2010

  Journal of Defense Modeling and Simulation Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2010 2010

  Research Grants Council of Hong Kong and National Natural Science Foundation of China Reviewed 1 proposal. Reviewer, Grant Proposal Prof. Org. Service to Professional Associations 2010 2010

  Second International Conference on Engineering Systems Management, American University of Sharjah, United Arab Emirates Committee Member Prof. Org. Service to Professional Associations 2010

  European Journal of Operational Research Refereed 17 papers. Reviewer, Journal Article Prof. Org. Service to Professional Associations 1986 2010

  IIE Transactions Refereed 13 papers. Reviewer, Journal Article Prof. Org. Service to Professional Associations 1984 2010

  Committee for Review and Reappointment of Editor-in-Chief John W. Chinneck of the INFORMS Journal on Computing Committee Chair Prof. Org. Service to Professional Associations 2009

  INFORMS Simulation Society Officer Nominating Committee Committee Member Prof. Org. Service to Professional Associations 2009

  Production and Operations Management Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2009

  Sixth St Petersburg Workshop on Simulation, St Petersburg State University, Russia Committee Member Prof. Org. Service to Professional Associations 2009

  INFORMS Journal on Computing Ad hoc Area Editor for Simulation Editorial Review Board Member Prof. Org. Service to Professional Associations 2008 2009

  IASTED (International Association of Science and Technology for Development) International Conference on Applied Simulation and Modelling (ASM 2008), Corfu, Greece Committee Member Prof. Org. Service to Professional Associations 2008

  INFORMS Journal on Computing Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2008

  INFORMS National Meeting, Washington DC Session Chair Prof. Org. Service to Professional Associations 2008

  International Data Farming Workshop 16 Task Force Member Prof. Org. Service to Professional Associations 2008

  Lancaster University, UK Wrote 1 external reference letter for promotion to Band 3 (between a U.S. full professor and chaired professor). Reviewer, Ad Hoc Reviewer Prof. Org. Service to Professional Associations 2008

  Supply Chain Management: An International Journal Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2008

  National Science Foundation Reviewed 120 proposals. Reviewer, Grant Proposal Prof. Org. Service to Professional Associations 1992 2008

  INFORMS Journal on Computing Area Editor for Computational Probability and Analysis Editorial Review Board Member Prof. Org. Service to Professional Associations 2007

  International Data Farming Workshop 14 Task Force Member Prof. Org. Service to Professional Associations 2007

  University of Colorado at Denver Business School External reviewer for proposed MS in Decision Sciences Prof. Org. Service to Professional Associations 2007

  IIE Baker Research Award Wrote 2 IIE Baker Research Award endorsement letters. Reviewer, Ad Hoc Reviewer Prof. Org. Service to Professional Associations 2006 2007

  Simulation Conference Foundation Vice-President and Treasurer, 2004-2005 President, 2006 Past President, 2007 Board of Trustees Prof. Org. Service to Professional Associations 2004 2007

  INFORMS Journal on Computing Editor-in-Chief Editor, Journal Editor Prof. Org. Service to Professional Associations 2000 2007

  ACM Transactions on Mathematical Software (TMS) Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2006

  MacArthur Foundation Reviewer, Grant Proposal Prof. Org. Service to Professional Associations 2006

  Search Committee for Editor-in-Chief of INFORMS OnLine Committee Chair Prof. Org. Service to Professional Associations 2006

  Communications in Statistics – Simulation and Computation Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2005

  Computational Statistics and Data Analysis Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2005

  Fifth St Petersburg Workshop on Simulation, St Petersburg State University, Russia Committee Member Prof. Org. Service to Professional Associations 2005

  Proceedings of the Fifth St Petersburg Workshop on Simulation, St Petersburg State University, Russia Refereed 1 paper. Reviewer, Journal Article Prof. Org. Service to Professional Associations 2005

  National Academies, Board on Mathematical Sciences and their Applications, National Research Council Committee to advise the U.S. Air Force Office of Scientific Research (AFOSR) Task Force Member Prof. Org. Service to Professional Associations 2004 2005

  Outstanding Simulation Publication Award Committee, INFORMS College on Simulation Committee Chair Prof. Org. Service to Professional Associations 2002 2005

  IASTED (International Association of Science and Technology for Development) International Conference on Applied Simulation and Modelling (ASM 2004), Rhodes, Greece Committee Member Prof. Org. Service to Professional Associations 2004

  Fourth St Petersburg Workshop on Simulation Committee Member Prof. Org. Service to Professional Associations 2001

  INFORMS National Meeting, San Antonio Session Chair Prof. Org. Service to Professional Associations 2000

  1991 Winter Simulation Conference Co-editor of 1275-page refereed Proceedings, with Barry L. Nelson (Northwestern University) and F. Gordon M. Clark (Ohio State University). Editor, Conference Proceedings Prof. Org. Service to Professional Associations 1991

  1987 Winter Simulation Conference Co-editor of 963-page refereed Proceedings, with Arne Thesen (University of Wisconsin-Madison) and F. Hank Grant (University of Oklahoma). Editor, Conference Proceedings Prof. Org. Service to Professional Associations 1987

 

Positions and Work Experience

  09-2002 Professor University of Cincinnati, Department of Operations, Business Analytics, and Information Systems

  1997 Full member of All-University Graduate Faculty University of Cincinnati, Department of Operations, Business Analytics, and Information Systems

  2006 -2018 Visiting Professor of Operations Research In residence July 2006, January 2008 – August 2008, June 2009 – September 2009 Naval Postgraduate School, Monterey, California, Department of Operations Research

  08-2007 -12-2007 Visiting Professor University of Wisconsin-Madison, College of Engineering, Department of Industrial and Systems Engineering

  08-2007 -12-2007 Visiting Professor University of Wisconsin–Madison, School of Business, Department of Operations and Technology Management

  09-2002 -09-2005 College of Business Research Fellow University of Cincinnati, Department of Quantitative Analysis and Operations Management

  09-2004 -08-2005 Acting Department Head University of Cincinnati, Department of Quantitative Analysis and Operations Management

  02-2002 -06-2002 Full Member of the Graduate Faculty The Pennsylvania State University:

  01-2002 -06-2002 Faculty Member, Intercollege Dual-Title Degree Graduate Program in Operations Research The Pennsylvania State University

  07-2001 -06-2002 Professor of Management Science and Chair The Pennsylvania State University, The Smeal College of Business Administration, Department of Management Science and Information Systems

  06-1996 -07-2001 Professor University of Cincinnati, Department of Quantitative Analysis and Operations Management

  1996 -1999 Fellow University of Cincinnati, University-Wide Institute for Data Sciences

  12-1995 -06-1996 Professor and Director University of Cincinnati, Department of Mechanical, Industrial, and Nuclear Engineering, Industrial Engineering Program

  05-1992 -12-1995 Fellow University of Minnesota, Twin Cities, Minnesota Supercomputer Institute

  07-1991 -12-1995 Examining Member of the Graduate Faculty, Full Member Examining Member of the Graduate Faculty (July 1991 – February 1994), and Full Member (February 1994 – December 1995). University of Minnesota, Twin Cities, University-Wide Graduate Program in Scientific Computation

  07-1986 -12-1995 Professor, Associate Professor, Full Member of the Graduate Faculty Professor (July 1992 – December 1995), Associate Professor (July 1986 – June 1992), and Full Member of the Graduate Faculty (July 1986 – December 1995). University of Minnesota, Twin Cities, Carlson School of Management, Department of Operations and Management Science

  1993 -1994 Systems Modeling Corporation, Sewickley, Pennsylvania, On Half-Time Leave from University of Minnesota Systems Modeling Corporation

  1993 -1994 Visiting Professor funded by the Mellon Foundation and USAID Szkola Glówna Handlowa Warszawa (Warsaw School of Economics): MBA Program

  06-1992 -07-1992 Visiting Professor Institut für Höhere Studien, Wien (Institute for Advanced Studies [formerly the Ford Institute], Vienna), Abteilung Betriebswirtschaft und Operations Research (Department of Business Administration and Operations Research),

  06-1990 -08-1990 Visiting Associate Professor University of Wisconsin–Madison, College of Engineering, Department of Industrial Engineering

  09-1983 -06-1986 Assistant Professor The University of Michigan, Ann Arbor, College of Engineering, Department of Industrial and Operations Engineering

  08-1980 -08-1983 Assistant Professor Full Member of the Graduate Faculty Kent State University, Graduate School of Management, Department of Administrative Sciences

 

Education

  Institution:University of Wisconsin–Madison Madison, Wisconsin Ph D 1980 Industrial Engineering: Computer simulation and stochastic operations research

  Institution:University of Wisconsin–Madison Madison, Wisconsin MS 1979 Industrial Engineering: Stochastic operations research

  Institution:Ohio University Athens, Ohio MS 1975 Mathematics: Analysis and applied mathematics

  Institution:University of Wisconsin–Madison Madison, Wisconsin BA 1972 Mathematics

 

Research and Practice Interests

  Simulation methods, simulation applications, applied probability and statistics

 

Other Experience and Professional Memberships

  1979 Fellow; Past Editor-in-Chief of INFORMS Journal on Computing Institute for Operations Research and the Management Sciences International

  1979 Fellow; Senior Member Institute of Industrial Engineers International

 

Courses Taught

  SIMULATIONMODELING&METHODS BANA7030 1 Instr. Method:Classroom Actual Enroll:55 Academic Term:2017Fall

  SIMULATIONMODELING&METHODS BANA7030 2 Instr. Method:Classroom Actual Enroll:31 Academic Term:2017Fall

  SIMULATION MODELING BANA5034 1 Instr. Method:Classroom Actual Enroll:16 Academic Term:2016Fall

  SIMULATION MODELING & METHODS BANA7030 1 Instr. Method:Classroom Actual Enroll:38 Academic Term:2016Fall

  SIMULATION MODELING & METHODS BANA7030 2 Instr. Method:Classroom Actual Enroll:47 Academic Term:2016Fall

  Seminar in Quantitative Analysis II BANA9086 1 Instr. Method:Classroom Actual Enroll:3 Academic Term:2016Spring

  Simulation Modeling BANA6035 1 Instr. Method:Classroom Actual Enroll:52 Academic Term:2015Fall

  Simulation Modeling BANA6035 2 Instr. Method:Classroom Actual Enroll:58 Academic Term:2015Fall

  SIMULATION MODELING BANA6035 1 Instr. Method:Classroom Actual Enroll:53 Academic Term:2014Fall

  SIMULATION MODELING BANA6035 2 Instr. Method:Classroom Actual Enroll:50 Academic Term:2014Fall

  MS RESEARCH PROJECT BANA8081 1 Instr. Method:Guided Study Actual Enroll:2 Academic Term:2014Summer

  MS RESEARCH PROJECT BANA8081 2 Instr. Method:Guided Study Actual Enroll:2 Academic Term:2014Summer

  MS RESEARCH PROJECT BANA8081 01 Instr. Method:Guided Study Actual Enroll:34 Academic Term:2014Spring

  MS RESEARCH PROJECT BANA8081 02 Instr. Method:Guided Study Actual Enroll:18 Academic Term:2014Spring

  SIMULATION MODELING BANA6035 01 Instr. Method:Classroom Actual Enroll:25 Academic Term:2014Spring

  MS Research Project BANA8081 001 Instr. Method:Guided Study Actual Enroll:85 Academic Term:2013Fall

  Simulation Modeling BANA6035 001 Instr. Method:Classroom Actual Enroll:37 Academic Term:2013Fall

  Simulation Modeling BANA6035 002 Instr. Method:Classroom Actual Enroll:34 Academic Term:2013Fall

  MS Research Project BANA8081 001 Instr. Method:Guided Study Actual Enroll:5 Academic Term:2013Summer

  MS Research Project BANA8081 001 Instr. Method:Guided Study Actual Enroll:41 Academic Term:2013Spring

  Simulation Analysis BANA7035 001 Instr. Method:Classroom Actual Enroll:10 Academic Term:2013Spring

  Simulation Modeling BANA6035 001 Instr. Method:Classroom Actual Enroll:27 Academic Term:2013Spring

  MS Research Project BANA8081 001 Instr. Method:Guided Study Actual Enroll:57 Academic Term:2012Fall

  Simulation Modeling BANA6035 001 Instr. Method:Classroom Actual Enroll:46 Academic Term:2012Fall

  MS Thesis Research QA981 401 Instr. Method:Guided Study Actual Enroll:7 Academic Term:2012Summer

  Simulation Modeling QA571 901 Instr. Method:Hybrid (Part Classroom/Part On-Line) Actual Enroll:1 Academic Term:2012Summer

  MS Thesis Research QA981 001 Instr. Method:Guided Study Actual Enroll:24 Academic Term:2012Spring

  Stat Dec Models Mgr QA711 801 Instr. Method:Classroom Actual Enroll:20 Academic Term:2012Spring

  Stat Dec Models Mgr QA711 001 Instr. Method:Classroom Actual Enroll:21 Academic Term:2012Winter

  MS Thesis Research QA981 001 Instr. Method:Guided Study Actual Enroll:44 Academic Term:2011Fall

  Simulation Modeling QA571 901 Instr. Method:Classroom Actual Enroll:20 Academic Term:2011Fall

  Simulation Modeling QA771 901 Instr. Method:Classroom Actual Enroll:37 Academic Term:2011Fall

  Stat Dec Models Mgr QA711 901 Instr. Method:Classroom Actual Enroll:69 Academic Term:2011Fall

  MS Thesis Research QA981 401 Instr. Method:Guided Study Actual Enroll:8 Academic Term:2011Summer

  Simulation Modeling QA571 601 Instr. Method:Classroom Actual Enroll:6 Academic Term:2011Summer

  Simulation Modeling QA771 601 Instr. Method:Classroom Actual Enroll:14 Academic Term:2011Summer

  MS Thesis Research QA981 1 Instr. Method:Guided Study Actual Enroll:22 Academic Term:2011Spring

  Simulation Analysis QA772 901 Instr. Method:Classroom Actual Enroll:19 Academic Term:2011Spring

  Stat Dec Models Mgr QA711 801 Instr. Method:Classroom Actual Enroll:21 Academic Term:2011Spring

  Guided Study in QA QA596 001 Instr. Method:Guided Study Actual Enroll:1 Academic Term:2011Winter

  MS Thesis Research QA981 001 Instr. Method:Guided Study Actual Enroll:23 Academic Term:2011Winter

  MS Thesis Research QA981 1 Instr. Method:Guided Study Actual Enroll:17 Academic Term:2011Winter

  Stat Dec Models Mgr QA711 002 Instr. Method:Classroom Actual Enroll:53 Academic Term:2011Winter

  MS Thesis Research QA981 1 Instr. Method:Guided Study Actual Enroll:42 Academic Term:2010Fall

  Simulation Modeling QA571 901 Instr. Method:Classroom Actual Enroll:12 Academic Term:2010Fall

  Simulation Modeling QA771 901 Instr. Method:Classroom Actual Enroll:35 Academic Term:2010Fall

  MS Thesis Research QA981 401 Instr. Method:Guided Study Actual Enroll:6 Academic Term:2010Summer

  Simulation Modeling QA571 501 Instr. Method:Classroom Actual Enroll:1 Academic Term:2010Summer

  Simulation Modeling QA771 501 Instr. Method:Classroom Actual Enroll:12 Academic Term:2010Summer

  MS Thesis Research QA981 001 Instr. Method:Guided Study Actual Enroll:16 Academic Term:2010Spring

  Stat Dec Models Mgr QA711 828 Instr. Method:Classroom Actual Enroll:21 Academic Term:2010Spring

  Decision Models for Managers QA702 301 Instr. Method:Classroom Actual Enroll:50 Academic Term:2010Winter

  MS Thesis Research QA981 001 Instr. Method:Guided Study Actual Enroll:23 Academic Term:2010Winter

  Business Statistics QA701 401 Instr. Method:Classroom Actual Enroll:54 Academic Term:2009Fall

  MS Thesis Research QA981 001 Instr. Method:Guided Study Actual Enroll:31 Academic Term:2009Fall

  Simulation Modeling QA571 901 Instr. Method:Classroom Actual Enroll:17 Academic Term:2009Fall

  Simulation Modeling QA771 901 Instr. Method:Classroom Actual Enroll:29 Academic Term:2009Fall

  Stat Dec Models Mgr QA711 901 Instr. Method:Classroom Actual Enroll:66 Academic Term:2009Fall

  Naval Postgraduate School - Simulation Modeling & Analysis Instr. Method:Classroom Actual Enroll:17 Academic Term:2009Summer

  Simulation Analysis QA772 901 Instr. Method:Classroom Actual Enroll:13 Academic Term:2009Spring

  Decision Models QA702 301 Instr. Method:Classroom Actual Enroll:38 Academic Term:2009Winter

  Stat Dec Models Mgr QA711 001 Instr. Method:Classroom Actual Enroll:30 Academic Term:2009Winter

  Business Statistics QA701 401 Instr. Method:Classroom Actual Enroll:39 Academic Term:2008Fall

  Simulation Modeling QA571 901 Instr. Method:Classroom Actual Enroll:15 Academic Term:2008Fall

  Simulation Modeling QA771 901 Instr. Method:Classroom Actual Enroll:43 Academic Term:2008Fall

  Stat Dec Models Mgr QA711 901 Instr. Method:Classroom Actual Enroll:54 Academic Term:2008Fall

  Naval Postgraduate School - Simulation Modeling Actual Enroll:28 Academic Term:2008Summer

  Naval Postgraduate School - Simulation Modeling Actual Enroll:28 Academic Term:2008Summer

  University of Wisconsin-Madison - Data Analysis & Decision Making (MBA Core) Actual Enroll:53 Academic Term:2007Fall

  University of Wisconsin-Madison - Data Analysis & Decision Making (MBA Core) Actual Enroll:53 Academic Term:2007Fall

  MS Thesis Research QA981 401 Instr. Method:Classroom Actual Enroll:9 Academic Term:2007Summer

  MS Thesis Research QA981 001 Instr. Method:Classroom Actual Enroll:11 Academic Term:2007Spring

  Stat Dec Models Mgrs QA711 828 Instr. Method:Classroom Actual Enroll:30 Academic Term:2007Spring

  MS Thesis Research QA981 001 Instr. Method:Guided Study Actual Enroll:19 Academic Term:2007Winter

  Business Stat I QA241 002 Instr. Method:Classroom Actual Enroll:64 Academic Term:2006Fall

  MS Thesis Research QA981 001 Instr. Method:Guided Study Actual Enroll:26 Academic Term:2006Fall

  Simulation Modeling QA571 001 Instr. Method:Classroom Actual Enroll:2 Academic Term:2006Fall

  Simulation Modeling QA771 001 Instr. Method:Classroom Actual Enroll:27 Academic Term:2006Fall

  Engineering Statistics II Actual Enroll:20 Academic Term:2006Winter

  Simulation Analysis QA772 Actual Enroll:9 Academic Term:2006Winter

  Simulation Modeling QA571 Actual Enroll:29 Academic Term:2005Fall

  Stochastic Modeling QA760 Actual Enroll:24 Academic Term:2005Winter

  Simulation Modeling QA571 Actual Enroll:28 Academic Term:2004Fall

  Simulation Analysis QA772 Actual Enroll:10 Academic Term:2004Spring

  Simulation Modeling QA771 Actual Enroll:19 Academic Term:2004Winter

  Simulation Modeling QA585 Actual Enroll:16 Academic Term:2003Fall

  Simulation Analysis QA865 Actual Enroll:14 Academic Term:2003Spring

  MBA Management Science (team taught) QA712 Actual Enroll:15 Academic Term:2002Fall

  MBA Management Science (team taught) QA712 Actual Enroll:51 Academic Term:2002Fall

  Simulation Modeling QA585 Actual Enroll:34 Academic Term:2002Fall

  MBA Statistcs QA711 Actual Enroll:10 Academic Term:2002Summer

  Graduate Simulation Actual Enroll:30 Academic Term:2002Spring

  Undergraduate Simulation Actual Enroll:42 Academic Term:2001Fall

  MBA Statistics (off campus) QA711 Actual Enroll:20 Academic Term:2001Summer

  Simulation Analysis QA865 Actual Enroll:16 Academic Term:2001Spring

  Simulation Modeling QA585 Actual Enroll:33 Academic Term:2001Winter

  Principles of Probability (Ph.D. level) QA844 Actual Enroll:14 Academic Term:2000Fall

  MBA Statistics (off campus) QA711 Actual Enroll:28 Academic Term:2000Summer

  MBA Statistics QA801 Actual Enroll:29 Academic Term:2000Winter

  MBA Statistics QA801 Actual Enroll:36 Academic Term:2000Winter

  Simulation Modeling QA585 Actual Enroll:72 Academic Term:1999Fall

  MBA Statistics QA801 Actual Enroll:29 Academic Term:1999Summer

  MBA Statistics QA801 Actual Enroll:29 Academic Term:1999Summer

  MBA Statistics (off campus) QA711 Actual Enroll:26 Academic Term:1999Summer

  Honors Management Science (team taught) QA375 Actual Enroll:27 Academic Term:1999Spring

  MBA Management Science (team taught) QA811 Actual Enroll:58 Academic Term:1999Spring

  MBA Management Science (team taught) QA811 Actual Enroll:47 Academic Term:1999Spring

  Simulation Analysis QA865 Actual Enroll:10 Academic Term:1999Spring

  Stochastic Models II QA893 Actual Enroll:6 Academic Term:1999Spring

  Simulation Modeling QA585 Actual Enroll:83 Academic Term:1998Fall

  MBA Management Science (team taught) QA811 Actual Enroll:52 Academic Term:1998Spring

  Simulation Analysis QA865 Actual Enroll:30 Academic Term:1998Spring

  Simulation Modeling QA585 Actual Enroll:48 Academic Term:1997Fall

  Undergraduate Stastics II QA242 Actual Enroll:75 Academic Term:1997Fall

  Undergraduate Statistics II QA242 Actual Enroll:32 Academic Term:1997Fall

  Nonlinear Optimization QA585 Actual Enroll:16 Academic Term:1997Spring

  Simulation Analysis QA865 Actual Enroll:7 Academic Term:1997Spring

  MBA Statistics QA801 Actual Enroll:28 Academic Term:1997Winter

  Simulation Modeling QA585 Actual Enroll:36 Academic Term:1996Fall

  Simulation Modeling Actual Enroll:27 Academic Term:1996Spring

  Stochastic Simulation Actual Enroll:25 Academic Term:1996Spring

  Engineering Statistics II Actual Enroll:20 Academic Term:1996Winter

  Numerical Methods I and C Actual Enroll:9 Academic Term:1996Winter

  Emerging Technologies Actual Enroll:25 Academic Term:1995Fall

  MBA Statistics Actual Enroll:44 Academic Term:1995Fall

  MBA Statistics Actual Enroll:46 Academic Term:1995Fall

  MBA Statistics (night) Actual Enroll:27 Academic Term:1995Fall

  Emerging Technologies Actual Enroll:25 Academic Term:1995Spring

  MBA Statistics (Executive) Actual Enroll:37 Academic Term:1994Fall

  MBA Statistics (night) Actual Enroll:44 Academic Term:1994Fall

  MBA Statistics (night) Actual Enroll:16 Academic Term:1994Fall

  MBA Statistics (night) Actual Enroll:26 Academic Term:1994Spring

  Statistics (night) Actual Enroll:22 Academic Term:1994Spring

  Mathematical Modeling Actual Enroll:13 Academic Term:1993Spring

  MBA Statistics (night) Actual Enroll:50 Academic Term:1992Fall

  Optimization Actual Enroll:7 Academic Term:1992Fall

  Simulation Modeling Actual Enroll:13 Academic Term:1992Fall

  Simulation Analysis Actual Enroll:14 Academic Term:1992Spring

  Simulation Modeling Actual Enroll:10 Academic Term:1992Winter

  MBA Statistics (night) Actual Enroll:56 Academic Term:1991Fall

  Optimization Actual Enroll:14 Academic Term:1991Fall

  MBA Statistics Actual Enroll:49 Academic Term:1990Fall

  MBA Statistics (night) Actual Enroll:56 Academic Term:1990Fall

  Optimization Actual Enroll:8 Academic Term:1990Fall

  Simulation Modeling Actual Enroll:9 Academic Term:1990Fall

  Simulation Analysis Actual Enroll:9 Academic Term:1990Spring

  MBA Statistics (night) Actual Enroll:49 Academic Term:1990Winter

  Stochastic Processes Actual Enroll:9 Academic Term:1990Winter

  MBA Statistics Actual Enroll:41 Academic Term:1989Fall

  Simulation Modeling Actual Enroll:18 Academic Term:1989Fall

  Simulation Modeling Actual Enroll:10 Academic Term:1989Winter

  Statistics Actual Enroll:35 Academic Term:1989Winter

  Statistics Actual Enroll:29 Academic Term:1989Winter

  Simulation Modeling Actual Enroll:9 Academic Term:1988Spring

  Statistics Actual Enroll:76 Academic Term:1988Spring

  Statistics Actual Enroll:52 Academic Term:1988Winter

  Stochastic Processes Actual Enroll:10 Academic Term:1988Winter

  CIC Traveling Scholar (J. Murray) Actual Enroll:1 Academic Term:1987Spring

  Mangement Science Survey Actual Enroll:58 Academic Term:1987Spring

  MBA Statistics (night) Actual Enroll:35 Academic Term:1987Spring

  Simulation Modeling Actual Enroll:17 Academic Term:1987Spring

  CIC Traveling Scholar (D. Bischak) Actual Enroll:1 Academic Term:1987Winter

  Management Science Survery Actual Enroll:87 Academic Term:1987Winter

  Computers and Information Actual Enroll:56 Academic Term:1986Fall

  Engineering Statistics Actual Enroll:47 Academic Term:1986Winter

  Simulation Analysis Actual Enroll:9 Academic Term:1986Winter

  Simulation Modeling Actual Enroll:43 Academic Term:1985Fall

  Engineering Statistics Actual Enroll:51 Academic Term:1985Winter

  Simulation Modeling Actual Enroll:45 Academic Term:1984Fall

  Simulation Analysis Actual Enroll:8 Academic Term:1984Winter

  Data Structures, Algorithms Actual Enroll:69 Academic Term:1983Fall

  Simulation Modeling Actual Enroll:44 Academic Term:1983Fall

  Graduate Simulation Actual Enroll:10 Academic Term:1983Spring

  Simulation Modeling Actual Enroll:6 Academic Term:1983Spring

  Simulation Modeling Actual Enroll:16 Academic Term:1982Fall

  Statistics Actual Enroll:69 Academic Term:1982Fall

  Stochastic Processes Actual Enroll:6 Academic Term:1982Fall

  Graduate Simulation Actual Enroll:8 Academic Term:1982Spring

  Simulation Modeling Actual Enroll:28 Academic Term:1982Spring

  Statistics Actual Enroll:125 Academic Term:1982Spring

  Simulation Modeling Actual Enroll:16 Academic Term:1981Fall

  Stochastic Processes Actual Enroll:3 Academic Term:1981Fall

  Graduate Simulation Actual Enroll:5 Academic Term:1981Spring

  Simulation Modeling Actual Enroll:19 Academic Term:1981Spring

  Statistics Actual Enroll:129 Academic Term:1981Spring

  Simulation Modeling Actual Enroll:17 Academic Term:1980Fall

  Stochastic Processes Actual Enroll:2 Academic Term:1980Fall

 

Preferred Information

  http://www.cba.uc.edu/faculty/keltonwd/