Lectures

Lecture summary recordings compiled from Term 252 (past) and Term 261 (current). Chapter numbers refer to the handbook.

Foundations of Statistical Inference

• 1

  Overview and Course Introduction

  Ch. 1

  Slides ▶ Video coming soon
• 2

  Review of Estimation

  Ch. 2

  Slides ▶ Video coming soon
• 3

  Practice on Estimators

  Ch. 2

  Slides ▶ Video coming soon
• 4

  Multi-Population Estimators

  Ch. 2

  Slides ▶ Video

Inference for a Single Sample

• 5

  Statistical Intervals for a Single Sample (Part 1)

  Ch. 3

  Slides Z-table & Excel ▶ Video coming soon
• 6

  Statistical Intervals for a Single Sample (Part 2)

  Ch. 3

  Slides ▶ Video coming soon
• 7

  Practice on Confidence Intervals

  Ch. 3

  Slides ▶ Video coming soon
• 8

  Interval Toolkit Recap & Introduction to Hypothesis Testing

  Ch. 3-4

  Slides ▶ Video coming soon
• 9

  Hypothesis Testing for a Single Sample

  Ch. 4

  Slides P-value bounds (Z) P-value bounds (tables) ▶ Video coming soon
• 10

  Hypothesis Testing for a Single Sample (cont'd)

  Ch. 4

  Slides ▶ Video coming soon

Comparing Two Populations

• 11

  Statistical Inference for Two Samples (Part 1)

  Ch. 5

  Slides ▶ Video coming soon
• 12

  Statistical Inference for Two Samples (Part 2)

  Ch. 5

  Slides ▶ Video coming soon
• 13

  Major Exam 1 Review

  Ch. 1-5

  Slides ▶ Video coming soon
• 14

  Major Exam 1 Practice

  Ch. 1-5

  Slides Solutions ▶ Video coming soon

Regression Modeling

• 15

  Simple Linear Regression and Correlation (Part 1)

  Ch. 6

  Slides ▶ Video coming soon
• 16

  Software Tools for Statistical Inference

  Ch. 10

  Slides ▶ Video coming soon
• 17

  Simple Linear Regression and Correlation (Part 2)

  Ch. 6

  Slides ▶ Video coming soon
• 18

  Simple Linear Regression (Part 3)

  Ch. 6

  Slides ▶ Video coming soon
• 19

  Simple Linear Regression (Part 4)

  Ch. 6

  Slides ▶ Video coming soon
• 20

  Multiple Linear Regression (Part 1)

  Ch. 7

  Slides ▶ Video coming soon
• 21

  Multiple Linear Regression (Part 2)

  Ch. 7

  Slides ▶ Video coming soon

Design and Analysis of Experiments

• 22

  Design and Analysis of Single-Factor Experiments

  Ch. 8

  Slides ▶ Video coming soon
• 23

  Multiple Comparisons, Residual Analysis, and Sample Size

  Ch. 8

  Slides ▶ Video coming soon
• 24

  Random Effects and Randomized Block Designs

  Ch. 8

  Slides ▶ Video coming soon
• 25

  Two-Factor Factorial Experiments

  Ch. 9

  Slides ▶ Video coming soon
• 26

  Factorial Diagnostics and Applications

  Ch. 9

  Slides ▶ Video coming soon

Reference Sheets

• R

  Z-Table and Excel

  Supplementary

  PDF
• R

  Finding P-Value Bounds from the Z-Table

  Supplementary

  PDF
• R

  Finding P-Value Bounds from Statistical Tables

  Supplementary

  PDF