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Models For Probability And Statistical Inference.

Models For Probability And Statistical Inference.

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  • ISBN:9780470073728
  • Editorial: Wiley & Sons Ltd.
  • Fecha de la edición:
  • Encuadernación:Tapa dura
  • Dimensiones: 0 cm x 0 cm
  • Nº Pág.:464
  • Idiomas:Ingles,Inglés

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This textbook is an introduction to probability and statistical inference for students. It contains a large amount of figures, with simulations and graphs, produced by the statistical package S-Plus[registered], included throughout. It discusses methods for the computer simulation of observations from specified distributions and provides flexibility for instructors. Each section is followed by a range of problems, from simple to more complex with selected answers.

Preface
1 Probability Models 1
2 Special Discrete Distributions 62
3 Continuous Random Variables 80
4 Special Continuous Distributions 110
5 Conditional Distributions 125
6 Moment Generating Functions and Limit Theory 145
7 Estimation 166
8 Testing Hypotheses 215
9 The Multivariate Normal, Chi-square, t, and F Distributions 238
10 Nonparametric Statistics 260
11 Linear Models 281
12 Frequency Data 319
13 Miscellaneous Topics 350
References 378
Appendix 381
Answers to Selected Problems 411
Index

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