timestamps

• 0:00

  Welcome and Overview

• 0:37

  Simulation Plan

• 1:08

  Inference Big Picture

• 1:40

  Parameters and Statistics

• 2:11

  Building Sampling Distributions

• 2:42

  Simulation Setup

• 3:13

  Population Description

• 3:44

  Small Samples Example

• 4:47

  Many Samples Results

• 5:18

  Spread Explanation

• 5:49

  Larger Samples

• 6:51

  Sample Size Effects

• 7:22

  Distribution Distinctions

• 8:26

  Skewed Population

• 8:57

  Skewed Samples

• 9:58

  Skewed Distribution Results

• 10:30

  Increasing Sample Size

• 11:32

  Central Limit Theorem

• 12:03

  Custom Distributions

• 13:05

  Slideshow Return

• 13:36

  Sampling Definition

• 14:37

  Describing Distributions

• 15:07

  Normality Conditions

• 15:38

  Mean and SD Formulas

• 16:39

  CLT Explanation

• 17:42

  P-Hat Comparison

• 18:44

  Unbiased Estimators

• 19:46

  Formula Reminders

• 20:18

  Sample Scenario

• 21:20

  Distribution Description

• 22:28

  Answer Explanation

• 22:59

  Probability Question

• 24:03

  Probability Calculation

• 25:08

  Hypothesis Connection

• 25:39

  Common Problems

• 26:10

  Summary and Wrap-Up

• 26:40

  Upcoming Topics

• 27:12

  Final Thoughts