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Contents
Probability and Statistical Inference
    • Preface
  1. Probability
  2. Discrete Distributions
  3. Continuous Distributions
    • Random Variables of the Continuous Type
    • The Exponential, Gamma, and Chi-Squared Distributions
    • The Normal Distribution
  4. Bivariate Distributions
    • Bivariate Distributions of the Discrete Type
    • The Correlation Coefficient
    • Conditional Distributions
    • Bivariate Distributions of the Continuous Type
    • The Bivariate Normal Distribution
  5. Distributions of Functions of Random Variables
    • Functions of One Random Variable
    • Transformation of Two Random Variables
    • Several Random Variables
    • The Moment-Generating Function Technique
    • Random Functions Associated with the Normal Distributions
    • The Central Limit Theorem
    • Approximations for Discrete Distributions
    • References
    • Index
Probability and Statistical Inference
    • Preface
  1. Probability
  2. Discrete Distributions
  3. Continuous Distributions
    • Random Variables of the Continuous Type
    • The Exponential, Gamma, and Chi-Squared Distributions
    • The Normal Distribution
  4. Bivariate Distributions
    • Bivariate Distributions of the Discrete Type
    • The Correlation Coefficient
    • Conditional Distributions
    • Bivariate Distributions of the Continuous Type
    • The Bivariate Normal Distribution
  5. Distributions of Functions of Random Variables
    • Functions of One Random Variable
    • Transformation of Two Random Variables
    • Several Random Variables
    • The Moment-Generating Function Technique
    • Random Functions Associated with the Normal Distributions
    • The Central Limit Theorem
    • Approximations for Discrete Distributions
    • References
    • Index

Books / Probability and Statistical Inference

Preface

This is not Hogg, Tanis, and Zimmerman. It is what I write down as I read them. The original remains Hogg et al. (2015). I do not copy its exercises or its wording.

I am writing in order. Chapters 1 and 2 are still empty in this draft; chapters 3 through 5 are on the site.

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