CHRISTIAN N. MADU is Professor of Management Science at the Lubin Graduate School of Business, Pace University, New York. He has published extensively on the applications of statistics and probability theory to simulation modeling in journals such as Decision Science, IIE Transactions, Journal of Operational Research Society, European Journal of Operational Research, Computers and Operations Research, and International Journal of Production Research. In addition, Dr. Madu has published two other books with Quorum, Strategic Planning in Technology Transfer to Less Developed Countries, and Management of New Technologies for Global Competitiveness.CHU-HUA KUEI is Assistant Professor of Management Information Systems and Total Quality Management at Monmouth College, West Long Branch, New Jersey./He has published several articles on simulation experiments in journals such as Computers and Operations Research, European Journal of Operational Research, International Journal of Production Research and others. With Dr. Madu he also served as a co-Guest Editor of a special issue of International Journal in Computer Simulation titled Simunlation Metamodeling of Production Systems.

• The Art of Modeling Construction of Simulation Models Data Collection and Analysis Using Descriptive Statistics Data Analysis Using Inferential Statistics Generation of Random Numbers and Random Variables Tests for the Goodness-of-Fit of Random Number Generators Modelling of Basic Queuing Systems Steady State Output Analysis Classical Factorial Designs and Regression Metamodels Toguchi Designs Group Screening Polynominal Decomposition Appendix

CHRISTIAN N. MADU is Professor of Management Science at the Lubin Graduate School of Business, Pace University, New York. He has published extensively on the applications of statistics and probability theory to simulation modeling in journals such as Decision Science, IIE Transactions, Journal of Operational Research Society, European Journal of Operational Research, Computers and Operations Research, and International Journal of Production Research. In addition, Dr. Madu has published two other books with Quorum, Strategic Planning in Technology Transfer to Less Developed Countries, and Management of New Technologies for Global Competitiveness.CHU-HUA KUEI is Assistant Professor of Management Information Systems and Total Quality Management at Monmouth College, West Long Branch, New Jersey./He has published several articles on simulation experiments in journals such as Computers and Operations Research, European Journal of Operational Research, International Journal of Production Research and others. With Dr. Madu he also served as a co-Guest Editor of a special issue of International Journal in Computer Simulation titled Simunlation Metamodeling of Production Systems.

• The Art of Modeling Construction of Simulation Models Data Collection and Analysis Using Descriptive Statistics Data Analysis Using Inferential Statistics Generation of Random Numbers and Random Variables Tests for the Goodness-of-Fit of Random Number Generators Modelling of Basic Queuing Systems Steady State Output Analysis Classical Factorial Designs and Regression Metamodels Toguchi Designs Group Screening Polynominal Decomposition Appendix

CHRISTIAN N. MADU is Professor of Management Science at the Lubin Graduate School of Business, Pace University, New York. He has published extensively on the applications of statistics and probability theory to simulation modeling in journals such as Decision Science, IIE Transactions, Journal of Operational Research Society, European Journal of Operational Research, Computers and Operations Research, and International Journal of Production Research. In addition, Dr. Madu has published two other books with Quorum, Strategic Planning in Technology Transfer to Less Developed Countries, and Management of New Technologies for Global Competitiveness.CHU-HUA KUEI is Assistant Professor of Management Information Systems and Total Quality Management at Monmouth College, West Long Branch, New Jersey./He has published several articles on simulation experiments in journals such as Computers and Operations Research, European Journal of Operational Research, International Journal of Production Research and others. With Dr. Madu he also served as a co-Guest Editor of a special issue of International Journal in Computer Simulation titled Simunlation Metamodeling of Production Systems.

• The Art of Modeling Construction of Simulation Models Data Collection and Analysis Using Descriptive Statistics Data Analysis Using Inferential Statistics Generation of Random Numbers and Random Variables Tests for the Goodness-of-Fit of Random Number Generators Modelling of Basic Queuing Systems Steady State Output Analysis Classical Factorial Designs and Regression Metamodels Toguchi Designs Group Screening Polynominal Decomposition Appendix