Sampling distributions

13-A: Sampling distributions introduction

Learning Objectives

  • Understand sampling distributions of statistics

  • Understand the shape of sampling distributions of discrete and continuous variables


READ: Introduction to sampling distributions

13-B: Central limit theorem distributions introduction

Learning Objectives

  • Introduction to the Central Limit Theorem


READ: Introduction to the central limit theorem

13-C: Central limit theorem for sample means

Learning Objectives

  • Understand the three tenets of the central limit theorem


READ: Central limit theorem for sample means

SIMULATE THE CENTRAL LIMIT THEOREM: https://seeing-theory.brown.edu/probability-distributions/index.html

13-D: Standard error of the mean

Learning Objectives

  • Understand how to compute the standard error of the mean

  • Understand how to interpret the standard error of the mean

  • Understand the relationship between sample size and the standard error of the mean


READ: http://davidmlane.com/hyperstat/A103735.html

READ: http://davidmlane.com/hyperstat/A107371.html

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