Module 7: Causality, Confidence Intervals, Interpreting Confidence, and Center & Spread

  1. Videos
  2. Textbook (supplemental)
  3. Homework (Due Sunday 10/17, late 10/18)
    1. Part 1: Causality
    2. Part 2: Confidence Intervals
    3. Part 3: Interpreting Confidence
    4. Part 4: Center and Spread
  4. Group Worksheet
  5. Lab 07 (Due Friday 10/22)

Videos

Part 1: Causality

  1. Introduction (7:29)
  2. Hypotheses (5:57)
  3. Test Statistic (3:09)
  4. Performing a Test (8:44)

Part 2: Confidence Intervals

  1. Percentiles (4:57)
  2. Estimation (9:29)
  3. Estimate Variability (7:22)
  4. The Bootstrap (21:10)

Part 3: Interpreting Confidence

  1. Applying the Bootstrap (11:05)
  2. Confidence Interval Pitfalls (5:54)
  3. Confidence Interval Tests (1:57)

Part 4: Center and Spread

  1. Introduction (16:27)
  2. Average and Median (8:35)
  3. Standard Deviation (12:49)
  4. Chebyshev’s Bounds (19:12)

Textbook

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