WJWJ Maths
Mathematical Statistics
  • Probability Distribution of Functions Of Random Variables
  • Preliminaries
  • Distribution of Order Statistics
  • Functions of Random Variables
  • Convergence and Limit Theorems
  • Practice problems: distributions and transformations
  • Practice problems: limit theorems
  • Estimation
  • Introduction
  • Method of Moments
  • Method of Least Squares
  • Method of Maximum Likelihood
  • Properties of Estimators
  • Practice problems
  • Hypothesis Testing
  • Introduction
  • Most Powerful Tests
  • Uniformly Most Powerful Tests
  • Generalised Likelihood Ratio Tests
  • Practice problems
  • Review Problems
  • Review Problem 1
  • Review Problem 2
  • Review Problem 3
  • Review Problem 4
  • Review Problem 5
  • Review Problem 6

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Chapter 2
Estimation

2.1 Introduction
2.2 Method of Moments
2.3 Method of Least Squares
2.4 Method of Maximum Likelihood
2.5 Properties of Estimators
2.6 Practice problems

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