QSS: Materials

Materials for QSS UTokyo (Summer 2022)

Lecture Slides

  1. Introduction and Causality: PDF
  2. Randomized Experiments: PDF
  3. Observational Studies: PDF
  4. Measurement: Survey Sampling: PDF
  5. Clustering: PDF
  6. Electoral Polls and Prediction: PDF
  7. Causation and Regression: PDF
  8. Probability and Conditional Probability: PDF
  9. Random Variables, Probability Distributions, and Large Sample Theorems: PDF
  10. Estimation: PDF
  11. Hypothesis Testing: PDF
  12. Regression with Uncertainty: PDF

Tidyverse Notes

  1. Introduction: PDF
  2. Causality 1: PDF
  3. Causality 2: PDF
  4. Measurement 1: PDF
  5. Measurement 2: PDF
  6. Prediction 1: PDF
  7. Prediction 2: PDF
  8. Probability 1: PDF
  9. Probability 2: PDF
  10. Uncertainty 1: PDF
  11. Uncertainty 2: PDF
  12. Uncertainty 3: PDF

Reuse

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