Averaging

The videos below cover the material on Averaging from Chapter 7 of the book. See here for the full YouTube playlist. Click on the titles to download the slides.

Overview

Mean

Outliers

Parametric distributions

Properties of the mean

Variance

Conditional mean function

Iterated expectation

Regression

Average treatment effect

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    • Probability
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    • Continuous Variables
    • Multiple Discrete Variables
    • Multiple Continuous Variables
    • Discrete and Continuous
    • Averaging
    • Correlation
    • Estimation of Population Parameters
    • Hypothesis Testing
    • PCA and Low-Rank Models
    • Regression and Classification
    • Causal Inference
  • Code
    • Probability
    • Discrete Variables
    • Continuous Variables
    • Multiple Discrete Variables
    • Multiple Continuous Variables
    • Discrete and Continuous
    • Averaging
    • Correlation
    • Estimation of Population Parameters
    • Hypothesis Testing
    • PCA and Low-Rank Models
    • Regression and Classification
  • Solutions

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