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Full Description
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.
Contents
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