Introduction to Probability with Texas Hold 'em Examples (2nd Ed.)
Auteur : Schoenberg Frederic Paik
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. Appendix A: Abbreviated Rules of Texas Hold’em. Appendix B: Glossary of Poker Terms. Appendix C: Solutions to Selected Odd-Numbered Exercises. References and Suggested Reading. Index.
Frederic Paik Schoenberg is a professor and graduate vice-chair of statistics at UCLA. He is also co-editor of the Journal of Environmental Statistics. He earned a Ph.D. in statistics from UC Berkeley. His research interests include point processes, image analysis, time series, and applications in seismology and fire ecology.
Date de parution : 01-2017
13.8x21.6 cm
Date de parution : 11-2017
13.8x21.6 cm
Thèmes d’Introduction to Probability with Texas Hold 'em Examples :
Mots-clés :
Board Cards; Hole Cards; Poker odds; High Stakes Poker; statistics of poker; Straight Flush; games of chance; Cumulative Distribution Function; poker probabilities; Random Variable; Bernoulli Random Variables; Relative Frequency Histogram; Expected Profit; Uniform Random Variable; Discrete Random Variables; Current Bet; WSOP; Simple Random Walk; Board Combinations; Conditional Expectation; Geometric Random Variable; Binomial Random Variables; Ay Dy; General Addition Rule; Continuous Random Variable; Gr Av; Lederer Checks; Queen High; Posterior Density