# Probability and Statistical Inference, Global Edition by Robert V. Hogg, Elliot A. Tanis (Paperback, 2014)

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- Author(s)Elliot A. Tanis, Robert V. Hogg
- PublisherPearson Education Limited
- Date of Publication22/08/2014
- Language(s)English
- FormatPaperback
- ISBN-101292062355
- ISBN-139781292062358
- GenreScience & Mathematics: Textbooks & Study Guides

- Place of PublicationHarlow
- Country of PublicationUnited Kingdom
- First Published2014
- ImprintPearson Education Limited

- Weight1022 g
- Width203 mm
- Height254 mm
- Pagination560

- Edition Statement9th edition

- Table Of ContentsPrefacePrologue 1. Probability1.1 Properties of Probability1.2 Methods of Enumeration1.3 Conditional Probability1.4 Independent Events1.5 Bayes' Theorem 2. Discrete Distributions2.1 Random Variables of the Discrete Type2.2 Mathematical Expectation2.3 Special Mathematical Expectations2.4 The Binomial Distribution2.5 The Negative Binomial Distribution2.6 The Poisson Distribution 3. Continuous Distributions3.1 Random Variables of the Continuous Type3.2 The Exponential, Gamma, and Chi-Square Distributions3.3 The Normal Distribution3.4 Additional Models 4. Bivariate Distributions4.1 Bivariate Distributions of the Discrete Type4.2 The Correlation Coe+/-cient4.3 Conditional Distributions4.4 Bivariate Distributions of the Continuous Type4.5 The Bivariate Normal Distribution 5. Distributions of Functions of Random Variables5.1 Functions of One Random Variable5.2 Transformations of Two Random Variables5.3 Several Random Variables5.4 The Moment-Generating Function Technique5.5 Random Functions Associated with Normal Distributions5.6 The Central Limit Theorem5.7 Approximations for Discrete Distributions5.8 Chebyshev's Inequality and Convergence in Probability5.9 Limiting Moment-Generating Functions 6. Point Estimation6.1 Descriptive Statistics6.2 Exploratory Data Analysis6.3 Order Statistics6.4 Maximum Likelihood Estimation6.5 A Simple Regression Problem6.6 Asymptotic Distributions of Maximum Likelihood Estimators6.7 Su+/-cient Statistics6.8 Bayesian Estimation6.9 More Bayesian Concepts 7. Interval Estimation7.1 Confidence Intervals for Means7.2 Confidence Intervals for the Di (R)erence of Two Means7.3 Confidence Intervals for Proportions7.4 Sample Size7.5 Distribution-Free Confidence Intervals for Percentiles7.6 More Regression7.7 Resampling Methods 8. Tests of Statistical Hypotheses8.1 Tests about One Mean8.2 Tests of the Equality of Two Means8.3 Tests about Proportions8.4 The Wilcoxon Tests8.5 Power of a Statistical Test8.6 Best Critical Regions8.7 Likelihood Ratio Tests 9. More Tests9.1 Chi-Square Goodness-of-Fit Tests9.2 Contingency Tables9.3 One-Factor Analysis of Variance9.4 Two-Way Analysis of Variance9.5 General Factorial and 2k Factorial Designs9.6 Tests Concerning Regression and Correlation9.7 Statistical Quality Control Epilogue A. ReferencesB. TablesC. Answers to Odd-Numbered ExercisesD. Review of Selected Mathematical TechniquesIndex

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