Module 8: Normal Curve, Correlation, Regression, and Least Squares

This module is 1 class period longer than usual. This is to accommodate Exam 2 that is on Thursday 11/4.

  1. Videos
  2. Textbook (supplemental)
  3. Homework (Due Sunday 10/24, late 10/25)
    1. Part 1: Normal Curve
    2. Part 2: Correlation
    3. Part 3: Regression
    4. Part 4: Least Squares
  4. Group Worksheet
  5. Lab 08 (Due Tuesday 11/2, late 11/7)

Videos

Part 1: Normal Curve

  1. Standard Units (14:08)
  2. SD and Bell Curves (8:52)
  3. Normal Distribution (8:41)
  4. Central Limit Theorem (19:28)

Part 2: Correlation

  1. Visualization (15:12)
  2. Calculation (19:54)
  3. Interpretation (11:21)

Part 3: Regression

  1. Prediction (11:53)
  2. Linear Regression (18:37)
  3. Regression to the Mean (6:33)
  4. Regression Equation (22:38)
  5. Interpreting the Slope (3:22)

Part 4: Least Squares

  1. Linear Regression Review (optional, 5:25)
  2. Discussion Question (optional, 5:09)
  3. Squared Error (9:55)
  4. Least Squares (6:15)

Textbook

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