E. Song and B. L. Nelson, "Input-Output Uncertainty Comparisons for Discrete
Optimization via Simulation," *Operations Research* **67**
(2019), 295-597.

L. Pei, B. L. Nelson and S. R. Hunter, "A New Framework for Parallel Ranking & Selection using an
Adaptive Standard," *Proceedings of the 2018 Winter Simulation
Conference*, 2201-2212.

B. L. Nelson, "Selecting the Best Simulated System: Thinking Differently
About an Old Problem," *Proceedings of Monte Carlo and
Quasi-Monte Carlo Methods 2018*, forthcoming.

W. Fan, L. J. Hong and B. L. Nelson, "Indifference-zone-free Selection of the Best,"
*Operations Research* **64** (2016), 1499-1514.

S. Lee and B. L. Nelson, "General-Purpose Ranking and Selection for Computer
Simulation," *IIE Transactions* **48** (2016), 555-564.

J. Luo, L. J. Hong, B. L. Nelson and Y. Wu, "Fully Sequential
Procedures for Large-Scale Ranking-and-Selection Problems in Parallel
Computing Environments," *Operations Research* **63**
(2015), 1177-1194.

L. J. Hong, J. Luo, and B. L. Nelson, "Chance Constrained
Selection of the Best," *INFORMS Journal on Computing*
**27** (2015), 317-334.

S. Lee and B. L. Nelson, "Computational Improvements in Bootstrap Ranking & Selection
Procedures via Multiple Comparison with the Best," *Proceedings
of the 2015 Winter Simulation Conference*, 3758-3767.

S. Lee and B. L. Nelson, "Bootstrap Ranking and Selection," *Proceedings
of the 2014 Winter Simulation Conference*, 3857-3868.

H. Lan, B. L. Nelson and J. Staum, "A Confidence
Interval Procedure for Expected Shortfall Risk Measurement via
Two-Level Simulation," *Operations Research* **58**
(2010), 1481-1490.

J. Bekki, B. L. Nelson and J. W. Fowler, "Bootstrapping-Based Fixed-Width Confidence Intervals for
Ranking and Selection," *Proceedings of the 2010 Winter
Simulation Conference*, 1024-1033.

S. C. Tsai and B. L. Nelson, "Fully Sequential Selection Procedures with Control
Variates," *IIE Transactions* **42** (2009), 71-82.

V. Lesnevski, B. L. Nelson and J. Staum, "An Adaptive
Procedure for Estimating Coherent Risk Measures Based on Generalized
Scenarios," *Journal of Computational Finance* **11**
(2008), 1-31.

S. C. Tsai, B. L. Nelson and J. Staum, "Combined Screening
and Selection of the Best with Control Variates," in *Advancing
the Frontiers of Simulation*, ed. C. Alexopoulos, D. Goldsman and
J. R. Wilson (2009), Springer, NY.

S. Kim and B. L. Nelson, "Recent Advances
in Ranking and Selection," *2007 Winter Simulation Conference
Proceedings*, 162-172.

J. M. Bekki, J. W. Fowler, G. T. Mackulak and B. L. Nelson, "Using Quantiles
in Ranking and Selection Procedures," *2007 Winter Simulation
Conference Proceedings*, 1722-1728.

H. Lan, B. L. Nelson and J. Staum, "A Confidence
Interval for Tail Conditional Expectation via Two-Level Simulation,"
*2007 Winter Simulation Conference Proceedings*, 949-957.

H. Lan, B. L. Nelson and J. Staum, "Two-Level Simulations for
Risk Management," *Proceedings of the 2007 INFORMS Simulation
Society Workshop*, 102-107.

V. Lesnevski, B. L. Nelson and J. Staum, "Simuation of
Coherent Risk Measures Based on Generalized Scenarios,"
*Management Science*, **53** (2007), 1756-1769.
Online Companion

L. J. Hong and B. L. Nelson, "Selecting the Best System
when Systems are Revealed Sequentially,"
*IIE Transactions*, **39** (2007), 723-734..

S. C. Tsai and B. L. Nelson, "Combined
Ranking and Selection with Control Variates," *2006 Winter
Simulation Conference Proceedings*, 733-740.

V. Lesnevski, B. L. Nelson, and J. Staum, An Adaptive
Procedure for Estimating Coherent Risk Measures Based on Generalized
Scenarios," *2006 Winter Simulation Conference Proceedings*,
348-355.

B. L. Nelson and J. Staum, "Control Variates for Screening,
Selection and Estimation of the Best," *ACM TOMACS*
**16** (2006), 52-75.

S.-H. Kim and B. L. Nelson, "On the Asymptotic Validity of
Fully Sequential Selection Procedures for Steady-State
Simulation," *Operations Research*, **54** (2006), 475-488.

S-H. Kim, B. L. Nelson, and J. R. Wilson, "Some Almost-Sure Convergence
Properties Useful in Sequential Analysis," *Sequential
Analysis* **24** (2005), 411-419.

D. Goldsman and S.-H. Kim and B. L. Nelson, "Statistical
Selection of the Best System," *2005 Winter Simulation
Conference Proceedings*, 178-187.

L. J. Hong and B. L. Nelson, "The Tradeoff Between
Sampling and Switching: New Sequential Procedures for
Indifference-Zone Selection," *IIE Transactions* **37**
(2005), 623-634.

J. R. Wieland and B. L. Nelson, "An Odds-Ratio
Indifference-Zone Selection Procedure for Bernoulli Populations,"
*2004 Winter Simulation Conference Proceedings*, 630-638.

V. Lesnevski, B. L. Nelson and J. Staum, "Simulation of
Coherent Risk Measures," *2004 Winter Simulation Conference
Proceedings*, 1579-1585.

J. Boesel, B. L. Nelson and S. Kim, "Using Ranking and
Selection to `Clean Up' After Simulation Optimization,"
*Operations Research* **51** (2003), 814-825.

S.-H. Kim and B. L. Nelson, "Selecting the
Best System: Theory and Methods," *2003 Winter Simulation
Conference Proceedings*, 101-112.

L. J. Hong and B. L. Nelson, "An
Indifference-Zone Selection Procedure with Minimum Switching and
Sequential Sampling," *2003 Winter Simulation Conference
Proceedings*, 474-480.

D. Goldsman, S-H. Kim, W. S. Marshall and B. L. Nelson,
"Ranking and Selection for
Steady-State Simulation: Procedures and Perspectives," *INFORMS Journal on
Computing* **14** (2002), 2-19.

J. O. Miller, B. L. Nelson and C. H. Reilly, "Estimating the
Probability that a Simulated System will be the Best," *Naval
Research Logistics* **49** (2002), 341-358.

J. Pichitlamken and B. L. Nelson, "Selection-of-the-best
Procedures for Optimization via Simulation," *2001 Winter
Simulation Conference Proceedings*, 401-407.

D. Goldsman and B. L. Nelson, "Statistical
Selection of the Best System," *2001 Winter Simulation
Conference Proceedings*, 139-146.

S. Kim and B. L. Nelson, "A Fully Sequential Procedure for
Indifference-Zone Selection in Simulation," *ACM Transactions on
Modeling and Computer Simulation* **11** (2001), 251-273.

B. L. Nelson, J. Swann, D. Goldsman and W. Song, "Simple
Procedures for Selecting the Best Simulated System when the Number of
Alternatives is Large," *Operations Research* **49** (2001), 950-963.

B. L. Nelson and S. Banerjee, "Selecting a Good System:
Procedures and Inference," *IIE Transactions* **33** (2001), 149-166.

B. L. Nelson and D. Goldsman, "Comparisons with a Standard in
Simulation Experiments," *Management Science* **47** (2001), 449-463.

D. Goldsman, S-H. Kim, W. S. Marshall and B. L. Nelson, "Ranking and
Selection for Steady-State Simulation," *2000 Winter Simulation
Conference Proceedings*, 544-553.

D. Goldsman, B. L. Nelson, T. Opicka and A. Alan B. Pritsker, "A Ranking and
Selection Project: Experiences from a University-Industry
Collaboration," *1999 Winter Simulation Conference
Proceedings*, 83-92.

B. L. Nelson and S. Banerjee, "Evaluating the
Probability of a Good Selection," *1999 Winter Simulation
Conference Proceedings*, 611-617.

J. O. Miller, B. L. Nelson and C. H. Reilly, "Efficient Multinomial
Selection in Simulation," *Naval Research Logistics* **45**
(1998), 459-482.

J. C. Hsu and B. L. Nelson, "Multiple Comparisons in the General
Linear Model," *Journal of Computational and Graphical
Statistics*
**7** (1998), 23-41.

D. Goldsman and B. L. Nelson, "Statistical
Screening, Selection, and Multiple Comparison Procedures in Computer
Simulation," *1998 Winter Simulation Conference Proceedings*,
159-166.

J. O. Miller, B. L. Nelson and C. H. Reilly, "
Getting More From the Data in a Multinomial Selection Problem," *1996 Winter Simulation
Conference Proceedings*, 287-294.

B. L. Nelson and F. J. Matejcik, "Using Common Random Numbers for
Indifference-Zone Selection and Multiple Comparisons in Simulation," *
Management Science* **41** (1995), 1935-1945.

F. J. Matejcik and B. L. Nelson, "Two-Stage Multiple Comparisons
with the Best for Computer Simulation," *Operations Research* **43**
(1995), 633-640.

F. J. Matejcik and B. L. Nelson, "One-Stage
Multiple Comparisons with the Best for Unequal Variances,"
*Proceedings of the Business and Economics Section of the American
Statistical Association* (1994), 55-60.

D. Goldsman and B. L. Nelson, "Ranking,
Selection and Multiple Comparisons in Computer Simulation," *1994 Winter Simulation
Conference Proceedings*, 192-199.

B. L. Nelson, "Robust Multiple Comparisons under Common Random
Numbers," Special Issue on Variance Reduction Techniques of *ACM
Transactions on Modeling and Computer Simulation* **3** (1993), 225-243.

B. L. Nelson and J. C. Hsu, "Control-Variate Models of Common
Random Numbers for Multiple Comparisons with the Best," *Management
Science* **39** (1993), 989-1001.

M. Yuan and B. L. Nelson, "Multiple Comparisons With the Best for
Steady-State Simulation," Technical Note in *ACM Transactions on
Modeling and Computer Simulation* **3** (1993), 66-79.

F. J. Matejcik and B. L. Nelson, "Simultaneous
Ranking, Selection and Multiple Comparisons for Computer Simulation," *1993 Winter Simulation Conference
Proceedings*, 386-392.

B. L. Nelson, "Common Random Numbers and Multiple Comparisons in
Simulation Analysis," *Proceedings of the 1st Industrial Engineering
Research Conference* (1992), 463-466.

W. Yang and B. L. Nelson, "Multivariate Batch Means and Control
Variates," *Management Science* **38** (1992), 1415-1431.

W. Yang and B. L. Nelson, "Using Common Random Numbers and Control
Variates in Multiple-Comparison Procedures," *Operations Research* **
39** (1991), 583-591.

D. Goldsman, B. L. Nelson and B. Schmeiser, "Methods
for Selecting the Best System," *1991 Winter Simulation
Conference Proceedings*, 177-186.

W. Yang and B. L. Nelson, "Optimization using Common Random Numbers,
Control Variates and Multiple Comparisons with the Best," *1989 Winter
Simulation Conference Proceedings*, 444-449.

J. C. Hsu and B. L. Nelson, " Optimization over a Finite Number of System Designs with One-Stage Sampling and
Multiple Comparisons with the Best," *1988 Winter Simulation Conference Proceedings*, 451-457.

W. Yang and B. L. Nelson, "Multivariate
Estimation and Variance Reduction in Terminating and Steady-State Simulation," *1988 Winter
Simulation Conference Proceedings*, 466-472.

T. Hesterberg and B. L. Nelson, "Control Variates for Probability
and Quantile Estimation ," *Management Science* **44** (1998),
1295-1312.

B. L. Nelson, B. Schmeiser, M. R. Taaffe and J. Wang,
"Approximation-Assisted Estimation,"
*Operations Research Letters* ** 20** (1997), 109-118.

B. L. Nelson, "Designing Efficient Simulation Experiments," *
1992 Winter Simulation Conference Proceedings*, 126-132.

B. L. Nelson, "Control-Variate Remedies," *Operations Research*
**38** (1990), 974-992.

B. L. Nelson, "Variance Reduction in the Presence of
Initial-Condition Bias," *IIE Transactions* **22** (1990), 340-350.

J. C. Hsu and B. L. Nelson, "Control Variates for Quantile
Estimation," *Management Science* **36** (1990), 835-851.

L. Goldsman and B. L. Nelson, "Batch-Size Effects on Simulation Optimization using Multiple Comparisons with
the Best," *1990 Winter Simulation Conference Proceedings*, 288-293.

B. L. Nelson, "Batch Size Effects on the Efficiency of Control
Variates in Simulation," *European Journal of Operational Research* **
43** (1989), 184-196.

B. L. Nelson, "Antithetic-Variate Splitting for Steady-State
Simulations," *European Journal of Operational Research* **36**
(1988), 360-370.

A. P. Sharon and B. L. Nelson, "Analytic and External Control
Variates for Queueing Network Simulation," *Journal of the Operational
Research Society* **39** (1988), 595-602.

R. Anonuevo and B. L. Nelson, "Automated Estimation and Variance
Reduction via Control Variates for Infinite-Horizon Simulations," *
Computers & Operations Research* **15** (1988), 447-456.

B. L. Nelson, "Some Properties of Simulation Interval Estimators
Under Dependence Induction," *Operations Research Letters* **6**
(1987), 169-176.

B. L. Nelson, "A Perspective on Variance Reduction in Dynamic
Simulation Experiments," *Communications in Statistics* **B16**
(1987), 385-426.

B. L. Nelson, "On Control Variate Estimators," *Computers &
Operations Research* **14** (1987), 219-225.

B. L. Nelson, "Variance Reduction for
Simulation Practitioners," *1987 Winter Simulation Conference Proceedings*, 43-51.

J. C. Hsu and B. L. Nelson, "Control
Variates for Quantile Estimation," *1987 Winter Simulation Conference Proceedings*,
434-444.

B. L. Nelson and B. Schmeiser, "Decomposition of Some Well-Known
Variance Reduction Techniques," *Journal of Statistical Computation
and Simulation* **23** (1986), 183-209.

R. Anonuevo and B. L. Nelson, "Automated
Estimation and Variance Reduction for Steady-State Simulations," *1986 Winter Simulation
Conference Proceedings*, 871-875.

B. L. Nelson, "Variance Reduction in Computer Simulation," *1986
International Industrial Engineering Conference Proceedings*, 295-303.

B. L. Nelson, "An Illustration of the Sample Space Definition of
Simulation and Variance Reduction," *Transactions of the Society for
Computer Simulation* **2** (1985), 237-247.

B. L. Nelson, "A Decomposition Approach
to Variance Reduction," *1985 Winter Simulation Conference Proceedings*, 23-32.

B. L. Nelson and B. Schmeiser, "Variance
Reduction: Basic Transformations," *1983 Winter Simulation Conference Proceedings*,
225-258.

M. Semelhago, B. L. Nelson, E. Song and A. Waechter,
Rapid Discrete Optimization via Simulation with Gaussian Markov Random
Fields, *INFORMS Journal on Computing* (2020), forthcoming.

P. Salemi, E. Song, B. L. Nelson and J. Staum, "Gaussian Markov Random Fields for Discrete Optimization via
Simulation: Framework and Algorithms," *Operations Research*
** 67 ** (2019), 250-266.

M. Plumlee and B. L. Nelson, "Plausible Optima," *Proceedings of the 2018 Winter Simulation
Conference*, 467-478.

M. B. Semelhago, B. L. Nelson, A. Wachter and E. Song, "Computational Methods for
Optimization via Simulation Using Gaussian Markov Random Fields,"*Proceedings of the
2017 Winter Simulation Conference*, 2080-2091.

P. Salemi, B. L. Nelson and J. Staum, "Discrete Optimization via Simulation Using Gaussian Markov Random Fields,"
*Proceedings of the 2014 Winter Simulation Conference*, 3809-2820.

W. L. Xu and B. L. Nelson, "Empirical
Stochastic Branch-and-Bound for Optimization via Simulation,"
*IIE Transactions* **45** (2013) 685-698.

J. Xu, B. L. Nelson and L. J. Hong, "An Adapative Hyperbox
Algorithm for High-Dimensional Optimization via Simulation,"
*INFORMS Journal on Computing* **25** (2013) 133-146.

W. L. Xu and B. L. Nelson, "Empirical Stochastic Branch and Bound for
Optimization via Simulation," *Proceedings of the 2010 Winter
Simulation Conference*, 983-994.

L. J. Hong, B. L. Nelson and J. Xu, "Speeding up COMPASS
for High-dimensional Discrete Optimization via Simulation,"
*Operations Research Letters* **38** (2010) 550-555.

L. J. Hong and B. L. Nelson, "A Brief
Introduction to Optimization via Simulation," *2009 Winter
Simulation Conference Proceedings*, 75-85.

J. Xu, L. J. Hong and B. L. Nelson, "Industrial Strength COMPASS: A Comprehensive Algorithm and
Software for Optimization via Simulation," *ACM TOMACS*
**20** (2010), 1-29. Also online
supplement.

L. J. Hong and B. L. Nelson, " A Framework for Locally
Convergent Random-Search Algorithms for Discrete Optimization via
Simulation," *ACM TOMACS*, **17** (2007), 19/1–19/22.

J. Pichitlamken, B. L. Nelson and L. J. Hong, "A Sequential Procedure
for Neighborhood Selection-of-the-best in Optimization via
Simulation," *European Journal of Operational
Research* **173** (2006), 283-298.

L. J. Hong and B. L. Nelson, "Discrete Optimization via
Simulation using COMPASS," *Operations Research* **54** (2006),
115-129.

J. Pichitlamken and B. L. Nelson, "A Combined Procedure for
Optimization via Simulation," *ACM Transactions on Modeling and
Computer Simulation* **13** (2003), 155-179.

J. Boesel, B. L. Nelson and N. Ishii, "A
Framework for Simulation-Optimization Software," *IIE
Transactions* **35** (2003), 221-230.

J. Pichitlamken and B. L. Nelson, "A Combined
Procedure for Optimization via Simulation," *2002 Winter
Simulation Conference Proceedings*, 292-300.

J. Boesel and B. L. Nelson, "Accounting for Randomness in Heuristic Simulation Optimization," *Proceedings of the 12th European Simulation Multiconference (ed. R. Zobel and
D. Moeller), Society for Computer Simulation International*, 634-638.

L. E. Morgan, B. L. Nelson, A. C. Titman and D. J.
Worthington, "
Detecting Bias due to Input Modelling in Computer Simulation,"
*European Journal of Operational Research* **279** (2019),
869--881.

X. W. Jiang and B. L. Nelson, "Better Input Modeling via Model Averaging,"*Proceedings
of the 2018 Winter Simulation Conference*,1575-1586.

L. E. Morgan, B. L. Nelson, A. Titman and D. J. Worthington, "Detecting Bias Due to Input Modelling in Computer
Simulation,"*Proceedings of the 2017 Winter Simulation
Conference*, 1974-1985.

L. E. Morgan, A. C. Titman, D. J. Worthington and B. L. Nelson,
"Input Uncertainty Quantification for Simulation Models with
Piecewise-constant Non-stationary Poisson Arrival Processes,"
*Proceedings of the 2016 Winter Simulation Conference*, 370-381.

W. Xie, R. R. Barton and B. L. Nelson, "Multivariate Input Uncertainty
in Output Analysis for Stochastic Simulation," *ACM Transactions on Modeling
and Computer Simulation* **27.5** (2016).

E. Song, B. L. Nelson and L. J. Hong, "Input Uncertainty and Indifference-Zone Ranking & Selection,"
*Proceedings of the 2015 Winter Simulation Conference*, 414-424.

E. Song and B. L. Nelson, "Quickly Assessing Contributions to Input Uncertainty,"
*IIE Transactions* **47** (2015), 1-17.

Y. Lin, E. Song and B. L. Nelson, "Single-Experiment Input Uncertainty," *Journal of Simulation*
**9** (2015), 249-259.

E. Song, B. L. Nelson and C. D. Pegden, "Advanced Tutorial: Input Uncertainty Quantification,"
*Proceedings of the 2014 Winter Simulation Conference*, 162-176.

W. Xie, R. R. Barton and B. L. Nelson, "Statistical Uncertainty Analysis for Stochastic Simulation with Dependent
Input Models," *Proceedings of the 2014 Winter Simulation
Conference*, 674-685.

W. Xie, B. L. Nelson, and R. R. Barton, "A Bayesian Framework for Quantifying Uncertainty in Stochastic Simulation,"
*Operations Research* **62** (2014), 1439-1452.

R. R. Barton, B. L. Nelson and W. Xie, "A
Framework for Input Uncertainty Analysis," *Proceedings of the
2010 Winter Simulation Conference*, 1189-1198.

B. L. Nelson and I. Gerhardt, "Modeling and Simulating Nonstationary
Arrival Processes to Facilitate Analysis," *Journal of
Simulation* **5** (2011), 3-8.

I. Gerhardt and B. L. Nelson, "Transforming Renewal
Processes for Simulation of Nonstationary Arrival Processes,"
*INFORMS Journal on Computing* **21** (2009), 630-640.

B. L. Nelson and I. Gerhardt, "Modeling and
Simulating Non-Poisson Arrival Processes to Facilitate Analysis,"
*Proceedings of the 2009 INFORMS Simulation Society Workshop*,
6-8.

B. Biller and B. L. Nelson, "Evaluation of the
ARTAFIT Method for Fitting Time-Series Input Processes for
Simulation," *INFORMS Journal on
Computing*, **20** (2008), 485–498.

B. Biller and B. L. Nelson, "Fitting
Time Series Input Processes for Simulation," *Operations
Research* **53** (2005) 549-559.

B. Biller and B. L. Nelson, "Modeling and Generating
Multivariate Time-Series Input Processes using a Vector
Autoregressive Technique," *ACM Transactions on Modeling and
Computer Simulation* **13** (2003), 211-237.

B. Biller and B. L. Nelson, "Answers to the
Top Ten Input Modeling Questions," *2002 Winter Simulation
Conference Proceedings*, 35-40.

B. Biller and B. L. Nelson, "Parameter
Estimation for ARTA Processes," *2002 Winter Simulation
Conference Proceedings*, 255-262.

B. Deler and B. L. Nelson, "Modeling and
Generating Multivariate Time Series with Arbitrary Marginals and
Autocorrelation Structures," *2001 Winter Simulation Conference
Proceedings*, 275-282.

P. P. Ware, T. W. Page and B. L. Nelson, "Automatic Modeling of File
System Workloads Using Two-Level Arrival Processes," *ACM
Transactions on Modeling and Computer Simulation* **8** (1998),
305-330.

M. C. Cario and B. L. Nelson,"Numerical Methods for Fitting and Simulating
Autoregressive-to-Anything Processes," *INFORMS Journal on
Computing* **10** (1998), 72-81.

B. L. Nelson and M. Yamnitsky, "Input Modeling
Tools for Complex Problems," *1998 Winter Simulation Conference
Proceedings*, 105-112.

M. C. Cario and B. L. Nelson, "Autoregressive to Anything:
Time-Series Input Processes for Simulation," *Operations Research
Letters* **19** (1996), 51-58.

P. P. Ware, T. W. Page and B. L. Nelson, "Modeling File-System Input Traces via a Two-Level Arrival Process," *1996 Winter Simulation
Conference Proceedings*, 1230-1237.

B. L. Nelson, P. Ware, M. C. Cario, C. A. Harris, S. A. Jamison, J. O. Miller, J. Steinbugl and J. Yang,
" Input Modeling when Simple
Models Fail," *1995 Winter Simulation Conference Proceedings*,
93-100.

W. S. Keezer, A. P. Fenic and B. L. Nelson, "Representation of User Transaction Processing Behavior with a State Transition Matrix," *1992
Winter Simulation Conference Proceedings*, 1223-1231.

G. Jiang, L. J. Hong and B. L. Nelson, "Online Risk Monitoring using
Online Simulation," *INFORMS Journal on Computing*, in press.

Y. Lin and B. L. Nelson, "Variance and
Derivative Estimation of Virtual Performance,"*ACM TOMACS*
**28** (2018), 17:1-20.

Y. Lin, B. L. Nelson and L. Pei, "Virtual Statistics in Simulation via k Nearest
Neighbors," *INFORMS Journal on Computing* (2019), in press.

J. Dong, M. B. Feng and B. L. Nelson, "Unbiased Metamodeling via Likelihood
Ratios,"*Proceedings of the 2018 Winter Simulation
Conference*, 1778-1789.

P. Salemi, B. L. Nelson and J. Staum, "Generalized Integrated Brownian Fields for Simulation
Metamodeling," *Operations Research* (2019), 874-891.

Y. Lin and B. L. Nelson, "Variance and Derivative Estimation for Virtual Performance in
Simulation Analytics,"*Proceedings of the 2017 Winter Simulation
Conference*, 1856-1867.

H. Ouyang and B. L. Nelson, "Simulation-based Predictive Analytics for Dynamic Queueing
Systems,"*Proceedings of the 2017 Winter Simulation
Conference*, 1716-1727.

B. L. Nelson, "Replicated Computations Results (RCR) Report for Green
Simulation: Reusing the Output of Repeated Experiments," *ACM
Transactions on Modeling and Computer Simulation* **27** (2017),
24:1-2.

G. Jiang, L. J. Hong and B. L. Nelson, "A Simulation Analytics
Approach to Dynamic Risk Monitoring," *Proceedings of the 2016 Winter Simulation
Conference*, 437-447.

Y. Lin and B. L. Nelson, "Simulation Analytics
for Virtual Statistics via *k* Nearest Neighbors," *Proceedings of the 2016 Winter Simulation
Conference*, 448-459.

P. Salemi, B. L. Nelson and J. Staum, "Moving Least Squares Regression for High-Dimensional Stochastic Simulation
Metamodeling," *ACM Transactions on Modeling and Computer Simulation* **26.3** (2016), 16.

J. S. Smith and B. L. Nelson, "Estimating and Interpreting the Waiting Time for Customers
Arriving to a Non-Stationary Queueing System," *Proceedings
of the 2015 Winter Simulation Conference*, 2610-2621.

R. R. Barton, B. L. Nelson and W. Xie, "Quantifying Input Uncertainty via Simulation Confidence
Intervals," *INFORMS Journal on Computing* **26** (2014),
74-87.

E. Song and B. L. Nelson, "A Quicker Assessment of Input
Uncertainty," *Proceedings of the 2013 Winter Simulation
Conference*, 474-485.

P. Salemi, J. Staum and B. L. Nelson, "Gaussian Markov Random Fields for Simulation Metamodeling," *Proceedings of the 2013 Winter Simulation Conference*, 543-554.

X. Chen, B. E. Ankenman and B. L Nelson, "Enhancing
Stochastic Kriging Metamodels with Gradient Estimators," *Operations
Research* **61** (2013), 512-528.

B. E. Ankenman and B. L. Nelson, "A Quick Assessment of Input Uncertainty," *Proceedings
of the 2012 Winter Simulation Conference*, 241-250.

P. Salemi, B. L. Nelson and J. Staum
"Moving Least Squares
Regression for High Dimensional Simulation Metamodeling,"
*Proceedings of the 2012 Winter Simulation Conference*,
292-303.

X. Chen, K-K. Kim and B. L. Nelson,
"Stochastic Kriging for
Conditional Value-at-risk and its Sensitivities," *Proceedings
of the 2012 Winter Simulation Conference*, 268-279.

X. Chen, B. E. Ankenman and B. L. Nelson, "The Effects of
Common Random Numbers on Stochastic Kriging Metamodels," *ACM
TOMACS*, **22** (2012), 7:1-7:20.

B. L. Nelson, "Thirty
Years of Batch-Size Effects," *Proceedings of the 2011 Winter
Simulation Conference*, 393-400.

M. H. Tongarlak. B. E. Ankenman and B. L. Nelson, "Relative Error Stochastic Kriging," *Proceedings of the
2011 Winter Simulation Conference*, 3628-3640.

M. Liu, B. L. Nelson and J. Staum, "Simulation on Demand for Pricing Many Securities,"
*Proceedings of the 2010 Winter Simulation Conference*,
2782-2789.

M. Liu, B. L. Nelson and J. Staum, "An Efficient Simulation Procedure
for Point Estimation of Expected Shortfall," *Proceedings of the
2010 Winter Simulation Conference*, 2821-2831.

X. Chen, B. Ankenman and B. L. Nelson, "Common
Random Numbers and Stochastic Kriging," *Proceedings of the 2010
Winter Simulation Conference*, 947-956.

W. Xie, J. Staum and B. L. Nelson, "The
Influence of Correlation Functions on Stochastic Kriging
Metamodels," *Proceedings of the 2010 Winter Simulation
Conference*, 1067-1078.

J. R. Wieland and B. L. Nelson, "How
Simulation Languages Should Report Results: A Modest Proposal,"
*2009 Winter Simulation Conference Proceedings*, 709-715.

B. E. Ankenman, B. L. Nelson and J. Staum, "Stochastic
Kriging for Simulation Metamodeling," *Operations Research*
**58** (2010), 371-382.

J. E. Bekki, G. Mackulak, J. W. Fowler and B. L. Nelson, "Indirect
Cycle Time Quantile Estimation using the Cornish-Fisher
Expansion," *IIE Transactions* **42** (2009), 31-44.

F. Yang, J. Liu, B. L. Nelson, B. E. Ankenman and M. Tongarlak, "Metamodeling for Cycle
Time-Throughput-Product Mix Surfaces using Progressive Model
Fitting," *Production Planning and Control*, **22**
(2011), 50-68.

F. Yang, B. E. Ankenman and B. L. Nelson, "Estimating
Cycle Time Percentile Curves for Manufacturing Systems via
Simulation," *INFORMS Journal on Computing* **20**
(2008), 628-643.

B. E. Ankenman, B. L. Nelson and J. Staum, "Stochastic Kriging for Simulation Metamodeling," *2008
Winter Simulation Conference Proceedings*, 362-370.

B. L. Nelson, "The
MORE Plot: Displaying Measures Of Risk & Error from Simulation
Output," *2008 Winter Simulation Conference Proceedings*, 413-416.

E. Baysal, B. L. Nelson and J. Staum, "Response Surface Methodology for Simulating Hedging and
Trading Strategies," *2008 Winter Simulation Conference
Proceedings*, 629-637.

H. Wan, B. E. Ankenman and B. L. Nelson, "Improving the
Efficiency and Efficacy of Controlled Sequential Bifurcation for
Simulation Factor Screening," *INFORMS Journal on
Computing* **22** (2010), 482-492. Also " Online
Companion.

H. Wan, B. E. Ankenman and B. L. Nelson, "Controlled Sequential
Birfurcation: A New Factor-Screening Method for Discrete-Event
Simulation," *Operations Research* **54** (2006), 743-755.

H. Wan, B. E. Ankenman and B. L. Nelson, "Controlled
Sequential Birfurcation: A New Factor-Screening Method for
Discrete-Event Simulation," *2003 Winter Simulation Conference
Proceedings*, 565-573.

Y-H. Tao and B. L. Nelson, "Computer-Assisted Simulation
Analysis," *IIE Transactions* **29** (1997), 221-231.

M. Yuan and B. L. Nelson, "Autoregressive Output Analysis Methods
Revisited," Special Issue on Simulation and Modeling of *Annals of
Operations Research* **53** (1994), 391-418.

Y-H. Tao and B. L. Nelson, "A
Conceptual Framework for Simulation Experiment Design and Analysis," *1994 Winter Simulation Conference
Proceedings*, 681-688.

C. Cash, B. L. Nelson, J. Long, D. Dippold and W. Pollard, "Evaluation of Tests for Initial-Condition Bias," *1992 Winter Simulation Conference Proceedings*, 577-585.

Gerhardt, B. L. Nelson and M. R. Taaffe, "Technical Note: The
MAPt/Pht/infinity Queueing System and Multiclass [MAPt/Pht/infinity]K Queueing
Network," *INFORMS Journal on Computing* **29** (2017), 367-376.

J. W. Fowler, S. E. Leach, G. T. Mackulak and B. L. Nelson
"
Variance-based Sampling for Simulating Cycle Time–Throughput
Curves using Simulation-based Estimates," *Journal of
Simulation*, **2** (2008), 69-80.

F. Yang, J. Liu, M. Tongarlak, B. E. Ankenman and B. L. Nelson, "Metamodeling for Cycle Time-Throughput-Product Mix Surfaces
Using Progressive Model Fitting," *2007 Winter Simulation
Conference Proceedings*, 322-330.

F. Yang, B. E. Ankenman and B. L. Nelson, "Efficient Generation of
Cycle Time-Throughput Curves through Simulation and Metamodeling,"
*Naval Research Logistics* **54** (2007), 78-93.

F. Yang, B. E. Ankenman, and B. L. Nelson, "Estimation of
Percentiles of Cycle Time in Manufacturing Simulation, *2005
Winter Simulation Conference Proceedings*, 475-484.

J. E. McNeill, J. W. Fowler, G. T. Mackulak and B. L. Nelson, "Cycle-Time
Quantile Estimation in Manufacturing Systems Employing Dispatching
Rules," *2005 Winter Simulation Conference Proceedings*, 749-755.

R. T. Johnson, F. Yang, B. E. Ankenman and B. L. Nelson, "Nonlinear
Regression Fits for Simulated Cycle Time vs. Throughput Curves for
Semiconductor Manufacturing," *2004 Winter Simulation Conference
Proceedings*, 1951-1955.

B. L. Nelson and M. R. Taaffe, "The Ph_t/Ph_t/infinity Queueing
System: Part I-The Single Node," *INFORMS Journal on Computing*
**16** (2004), 266-274.

B. L. Nelson and M. R. Taaffe, "The [Ph_t/Ph_t/infinity]^K Queueing
System: Part II-The Multiclass Network," *INFORMS Journal on
Computing* **16** (2004), 275-283.

B. L. Nelson, W. S. Keezer and T. F. Schuppe, "A Hybrid
Simulation-Queueing Module for Modeling UNIX I/O in Performance Analysis,"
*1996 Winter Simulation Conference Proceedings*, 1239-1246.

L. Rhodes-Leader, D. J. Worthington, B. L. Nelson and B. S. Onggo, "Multi-fidelity Simulation Optimisation for Airline Disruption Management,"*Proceedings of the 2018 Winter Simulation Conference*, 2179-2190.

B. L. Nelson, "Technology Transfer of Simulation Analysis Methodology: One Man's Opinion," *Proceedings
of the 2016 Winter Simulation Conference*, 248-254.

R. Cheng, C. Macal, B. L. Nelson, M. Rabe, C. Currie, J. Fowler and L. H. Lee, "Simulation: The Past 10 Years and the Next 10 Years," *Proceedings
of the 2016 Winter Simulation Conference*, 2180-2192.

E. Song, B. L. Nelson and J. Staum, "Shapley Effects for Global Sensitivity Analysis: Theory and Computation,"
*SIAM/ASA Journal of Uncertainty Quantification* **4** (2016), 2060-1083.

B. L. Nelson, "'Some Tactical
Problems in Digital Simulation' for the Next Ten Years," *Journal of
Simulation* **10** (2016), 2-11.

A. Tolk, O. Balci, C. D. Combs, R. Fujimoto, C. M. Macal, B. L. Nelson and P. Zimmerman,
"Do We Need
a National Research Agenda for Modeling and Simulation?" *Proceedings
of the 2015 Winter Simulation Conference*, 2571-2585.

M. C. Fu, G. Bayraksan, S. G. Henderson, B. L. Nelson, W. B. Powell, I. O. Ryzhov and B. Thengvall,
"Simulation Optimization:
A Panel on the State of the Art in Research and Practice," *Proceedings
of the 2014 Winter Simulation Conference*, 3696-3706.

S. J. E. Taylor, S. Brailsford, S. E. Chick, P. L'Ecuyer, C. M.
Macal and B. L. Nelson, ``Modeling
and Simulation Grand Challenges: An OR/MS Perspective,''
*Proceedings of the 2013 Winter Simulation Conference*,
1269-1282.

M. H. Tongarlak, B. Ankenman, B. L. Nelson, L. Borne and K. Wolfe,
"Using Simulation
Early in the Design of a Fuel Injector Production Line,"
*Interfaces* **40** (2010), 105-117.

W. K. Chan, L. W. Schruben, B. L. Nelson and S. H. Jacobson, "Simulation Fusion," *2009 Winter Simulation Conference
Proceedings*, 686-695.

M. H. Tongarlak, B. Ankenman, B. L. Nelson, L. Borne and K. Wolfe,
"Using Simulation Early in the Design of a Fuel Injector
Production Line," *2008 Winter Simulation Conference
Proceedings*, 471-478.

J. Smith, J. Hamilton, B. L. Nelson, L. Schruben, R. Nance and G. F.
Riley, "What Makes Good Research in Modeling and Simulation:
Assessing the Quality, Success, and Utility of M&S Research,"
*2008 Winter Simulation Conference Proceedings*, 689-694.

D. Goldsman, J. O. Henriksen, P. L'Ecuyer, B. L. Nelson, D. H.
Withers and N. T. Argon, "Fortieth Anniversary Special Panel: Landmark Papers,"
*2007 Winter Simulation Conference Proceedings*, 2-13.

E. K. Bish, F. Y. Chen, Y. T. Leong, B. L. Nelson, J. W. C. Ng
and D. Simchi-Levi, "Dispatching
Vehicles in a Mega Container Terminal," *OR Spectrum*
**27** (2005), 491-506.

L. A. Garrow, F. S. Koppelman and B. L. Nelson, "Efficient Estimation of Nested Logit Models using Choice-Based Samples," Ed. H. S. Mahmassani. *Transportation and Traffic
Theory Flow, Dynamics and Interactions: Proceedings of the 16th International Symposium
on Transportation and Traffic Theory*, College Park, Maryland. Oxford, UK: Elsevier (2005). pp. 525-544.

B. L. Nelson, "50th Anniversary Article: Stochastic Simulation
Research in *Management Science*," *Management Science*
**50** (2004), 855-868.

J. L. Schofer, B. L. Nelson, R. Eash, M. Daskin, Y. Yang,
H. Wan, J. Yan, and L. Medgyesy, "Resource Requirements for
Demand-Responsive Transportation Services," *Transit
Cooperative Research Program Program Report 98*,
Transportation Research Board, Washington, D.C.

D. T. Brunner, J. O. Henriksen, R. G. Ingalls, M. S. Manivannan, B.
L. Nelson, and C. Schiess, "The Future of
the Winter Simulation Conference," *2003 Winter Simulation
Conference Proceedings*, 2011-2018.

M. Rosenshine, R. R. Barton, D. Goldsman, L. M. Leemis, and B. L.
Nelson, "Using Simulation
to Teach Probability---Words and Deeds," *2002 Winter
Simulation Conference Proceedings*, 1815-1822.

T. Altiok, W. D. Kelton, P. L'Ecuyer, B. L. Nelson, B. W. Schmeiser,
T. J. Schriber, L. W. Schruben, and J. R. Wilson, " Various Ways
Academics Teach Simulation: Are They All Appropriate?" *2001
Winter Simulation Conference Proceedings*, 1580-1591.

B. L. Nelson, "Estimating Acceptance-Sampling Plans for Dependent
Production Processes," *IIE Transactions* **25** (1993), 11-18.

B. L. Nelson and A. Ravindran, "A Hybrid Graphical-Simulation
Analysis of a Health Systems Problem," *Simulation* **44** (1985),
219-224.

L. E. Morgan, B. L. Nelson, A. C. Titman and D. J. Worthington, "A
Spline Function Method for Modelling and Generating a Nonhomogeneous
Poisson Process," submitted to *European Journal of Operational
Research*.

E. Song, P. Wu-Smith and B. L. Nelson, "Uncertainty Quantification in
Vehicle Content Optimization for General Motors," *submitted to
INFORMS Journal on Applied Analytics*.

B. L. Nelson, A. T. K. Wan, S. Fan, X. Zhang, "Reducing Simulation
Input-Model Risk via Input Model Averaging," submitted to *INFORMS
Journal on Computing*.

S. Lee and B. L. Nelson, "An Omnibus Ranking &
Selection Procedure," submitted to *IIE Transactions*.

W. L. Xu, B. L. Nelson, W. J. Hopp and J. H. Owen, "Assessing the Benefits of Integrated Vehicle Life Cycle Planning," Working Paper, Department of Industrial Engineering & Management Sciences (2009), Northwestern University.

I. Gerhardt and B. L. Nelson, "Approximating Performance and Traffic Flow in Nonstationary Tandem Networks of Markovian Queues," Working Paper, Department of Industrial Engineering & Management Sciences (2009), Northwestern University. Also Online companion

I. Gerhardt and B. L. Nelson, "On Capturing Dependence in Point Processes: Matching Moments and other Techniques," Working Paper, Department of Industrial Engineering & Management Sciences (2009), Northwestern University.

B. Ankenman, B. L. Nelson, M. Tongarlak, J. Fowler, G. Mackulak, and D. Pabst, Cycle Time Prediction for Semiconductor Manufacturing via Simulation on Demand," Working Paper, Department of Industrial Engineering & Management Sciences (2008), Northwestern University.

E. Song and B. L. Nelson, "Input Model Risk," Chapter 5 in *Advances
in Modeling and Simulation-Seminal Research from 50 Years of Winter
Simulation Conferences*, Springer (2017), ISBN 978-3-319-64182-9.

S. R. Hunter and B. L. Nelson, "Parallel Ranking and Selection,"
Chapter 11 in *Advances in Modeling and Simulation-Seminal Research
from 50 Years of Winter Simulation Conferences*, Springer (2017),
ISBN 978-3-319-64182-9.

B. L. Nelson.
*Foundations and Methods of Stochastic Simulation: A
First Course*, Springer-Verlag (2013), ISBN 978-1-4614-6159-3.

B. L. Nelson, "Optimization via Simulation over Discrete Decision
Variables," in *TutORials in Operations Research* (ed. J. J.
Hasenbein) **7**, 193-207, INFORMS (2010).

E. K. Bish, F. Y. Chen, Y. T. Leong, B. L. Nelson, J. W. C. Ng
and D. Simchi-Levi, "Dispatching Vehicles in a Mega Container
Terminal," in *Container Terminals and Cargo Systems: Design,
Operations Management and Logistics Control Issues* (eds. K. H. Kim
and H.-O. Gunther), 179-194, Springer (2007).

S. Henderson and B. L. Nelson, "Stochastic Computer Simulation,"
Chapter 1 in *Elsevier Handbooks in Operations Research and
Management Science: Simulation* (eds. S. G. Henderson and
B. L. Nelson), Elsevier (2006).

D. Goldsman and B. L. Nelson, "Correlation-based Methods,"
Chapter 15 in *Elsevier Handbooks in Operations Research and
Management Science: Simulation* (eds. S. G. Henderson and
B. L. Nelson), Elsevier (2006).

S.-H. Kim and B. L. Nelson, "Selecting the Best System," Chapter 17 in *Elsevier
Handbooks in Operations Research and Management Science:
Simulation* (eds. S. G. Henderson and B. L. Nelson), Elsevier.

B. L. Nelson. 1995. Stochastic Modeling: Analysis and Simulation. Dover Publications, Inc., Mineola, NY. ISBN 0-486-42569-X. (click here for a DETAILED DESCRIPTION)

J. Banks, J. S. Carson, B. L. Nelson and D. Nicol. 2010. Discrete-Event System Simulation. Fifth Edition. Prentice Hall, Inc., Upper Saddle River, NJ. ISBN 0-13-606212-1. [click here for book web site]

B. L. Nelson, *Stochastic Modeling: Analysis and Simulation*,
McGraw-Hill, Inc., New York (1995), ISBN 0-07-046213-5, 315 pages. Also a
solutions manual (126 pages) and disk.

B. L. Nelson, "Statistical Analysis of Simulation Results," Chapter
94 in *Handbook of Industrial Engineering*, third edition
(G. Salvendy, ed.), John Wiley, New York (2001), 2469-2495 ISBN 0-471-33057-4

D. Goldsman and B. L. Nelson, "Comparing Systems via Simulation,"
Chapter 8 in *The Handbook of Simulation* (J. Banks, ed.), Wiley,
New York (1998), 273-306, ISBN 0-471-13403-1.

B. L. Nelson, "Statistical Analysis of Simulation Results," Chapter
102 in *Handbook of Industrial Engineering*, second edition
(G. Salvendy, ed.), 2567-2593, John Wiley, New York (1992), ISBN
0-471-50276-6.