Introduction to Probability with Texas Holdem Examples

ISBN-10: 1439827680
ISBN-13: 9781439827680
Edition: 2011
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Book details

Copyright year: 2011
Publisher: Taylor & Francis Group
Publication date: 12/7/2011
Binding: Paperback
Pages: 199
Size: 6.00" wide x 9.00" long x 0.50" tall
Weight: 0.946
Language: English

Probability Basics
Meaning of Probability
Basic Terminology
Axioms of Probability
Venn Diagrams
General Addition Rule
Counting Problems
Sample Spaces with Equally Probable Events
Multiplicative Counting Rule
Permutations
Combinations
Conditional Probability and Independence
Conditional Probability
Independence
Multiplication Rules
Bayes' Rule and Structured Hand Analysis
Expected Value and Variance
Cumulative Distribution Function and Probability Mass Function
Expected Value
Pot Odds
Luck and Skill in Texas Hold'em
Variance and Standard Deviation
Markov and Chebyshev Inequalities
Moment Generating Functions
Discrete Random Variables
Bernoulli Random Variables
Binomial Random Variables
Geometric Random Variables
Negative Binomial Random Variables
Poisson Random Variables
Continuous Random Variables
Probability Density Functions
Expected Value, Variance, and Standard Deviation
Uniform Random Variables
Exponential Random Variables
Normal Random Variables
Pareto Random Variables
Continuous Prior and Posterior Distributions
Collections of Random Variables
Expected Value and Variance of Sums of Random Variables
Conditional Expectation
Laws of Large Numbers and the Fundamental Theorem of Poker
Central Limit Theorem
Confidence Intervals for the Sample Mean
Random Walks
Simulation and Approximation Using Computers
Abbreviated Rules of Texas Hold'em
Glossary of Poker Terms
Solutions to Selected Odd-Numbered Exercises
References and Suggested Reading
Index
Exercises appear at the end of each chapter

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