Discrete Variables

The videos below cover the material on Discrete Variables from Chapter 2 of the book. See here for the full YouTube playlist. Click on the titles to download the slides.

Overview

Mathematical definition

Probability mass function

Binomial distribution

Geometric distribution

Poisson distribution

Maximum likelihood

Parametric vs. nonparametric models

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    • 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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