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Elements of Simulation: Chapman & Hall/CRC Texts in Statistical Science

Autor Byron J.T. Morgan
en Limba Engleză Hardback – 4 apr 2018
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.
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Specificații

ISBN-13: 9781138469716
ISBN-10: 1138469718
Pagini: 366
Dimensiuni: 156 x 234 x 27 mm
Greutate: 0.84 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Seria Chapman & Hall/CRC Texts in Statistical Science


Public țintă

Professional

Cuprins

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

Recenzii

"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

Descriere

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.