Elements of Simulation

ISBN-13: 9781138469716 / Angielski / Twarda / 2018

Byron J. T. Morgan

Opis

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.

Recenzje

"This book can be strongly recommended to anyone who needs to generate random variables... it is both a well-written textbook and a genuine work of reference."
-Biometrics
"... a very readable book... the basic tools of simulation are excellently explained and nicely illustrated with interesting examples."
-Journal of Operational Research

Spis treści

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

O autorze

Byron J.T. Morgan