Introduction to Probability with R
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FOREWORD PREFACE Sets, Events, and Probability The Algebra of Sets The Bernoulli Sample Space The Algebra of Multisets The Concept of Probability Properties of Probability Measures Independent Events The Bernoulli Process The R Language Finite Processes The Basic Models Counting Rules Computing Factorials The Second Rule of Counting Computing Probabilities Discrete Random Variables The Bernoulli Process: Tossing aCoin The Bernoulli Process: Random Walk Independence and Joint Distributions Expectations The Inclusion-Exclusion Principle General Random Variable.Abstract: Presents R programs and animations to provide an understanding of how to model natural phenomena from a probabilistic point of view. This work centers on viewing probability as a way to look at theworld and shows how to combine and link stochastic processes to form complex processes that are better models of natural phenomena.
LF/241019/R
Характеристики
- ФИО Автора
- Baclawski
Kenneth - Язык
- Английский
- Серия
- Chapman & Hall/CRC Texts in Statistical Science
- ISBN
- 9781420065220
- Дата выхода
- 2008
