Description
Elements of Simulation
Chapman & Hall/CRC Texts in Statistical Science Series
Author: Morgan Byron J.T.
Language: English
Subjects for Elements of Simulation:
Keywords
Patient Non-attendance; Galton Watson Branching Process; distribution theory; Cumulative Distribution Function; book-keeping; Antithetic Variates; simulation methods; Box Muller Method; random variables; Bivariate Poisson Distribution; radio broadcasting; Discrete Uniform Random Variables; Congruential Generator; Uniform Random; Variance Reduction Techniques; Non-metric Multidimensional Scaling; Halfnormal Density; Continuous Random Variables; Polar Marsaglia Method; Probability Density Function; Discrete Random Variable; Negative Binomial Distribution; Pseudo-random Number Generators; Poisson Process; Normal Random Variables; Exponential Random Variables; Rejection Method; Common Random Numbers; Quadratic Discriminant Function
Publication date: 04-2018
· 15.6x23.4 cm · Hardback
· 15.6x23.4 cm · Hardback
Description
/li>Contents
/li>Readership
/li>Biography
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This book provides a guide to the elements of simulation in statistics, which will include developments and which may be used either as a teaching text or as a source of reference. It is widely used for teaching statistics in schools.
1. Introduction 2. Some Probability and Statistics Revision 3. Generating Uniform Random Variables 4. Particular Methods for Non-uniform Random Variables 5. General Methods for Non-uniform Random Variables 6. Testing Random Numbers 7. Variance Reduction and Integral Estimation 8. Model Construction and Analysis 9. Further Examples and Applications
Professional
Byron J.T. Morgan
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