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Basic Concepts of Random Samples
Sums of Random Variables from a Random Sample
Sampling from the Normal Distribution
Properties of the Sample Mean and Variance
The Derived Distributions: Student's t and Snedecor's F
Order Statistics
Convergence Concepts
Convergence in Probability
Almost Sure Convergence
Convergence in Distribution
The Delta Method
Generating a Random Sample
Direct Methods
Indirect Methods
The Accept/Reject Algorithm