Introduction to Probability and Statistics
Stat 20 UC Berkeley
Resources
Sep 2
Labor Day (no class)
Sep 3/4
Sep 5/5
Resources
Resources
Sep 16
Lab 2 Workshop
Sep 17/18
A Grammar of Graphics
Sep 19/20
Summarizing Associations
Sep 19/20
Multiple Linear Regression
Resources
9/23/24
Quiz 2
Sep 24/25
Intro to Probability
Sep 26/27
Conditional Probability
Resources
9/30/24
Lab 3 Workshop
Oct 1/2
Probability Distributions
Oct 3/4
Random Variables
Resources
Oct 7
Quiz 3
Oct 8/9
Expected Value and Variance
Oct 10/11
Normal Approximation
Resources
Oct 14
Lab 4
Oct 15/16
Sampling Distributions
Oct 17/18
Confidence Intervals
Resources
Oct 21
Quiz 4
Oct 22/23
Bootstrapping
Oct 24/25
Intro to Hypothesis Tests
Resources
Oct 28
Lab 5
Oct 29/30
Types of Hypothesis Tests
Oct 31/Nov 1
Wrong By Design
Resources
Nov 4
Quiz 5
Nov 5/6
The Method of Least Squares
Nov 7/8
Evaluating and Improving Predictions
Resources
Nov 11
Veterans Day (no class)
Nov 12/13
Overfitting
Nov 14/15
Logistic Regression
Resources
Nov 18
Quiz 6
Nov 19/20
Defining Causality
Nov 21/22
Randomized Experiments
Resources
Nov 25
Lab 7 Workshop
Nov 26/27
No Class
Nov 28/29
No Class
Resources
Dec 2
Quiz 7
Dec 3/4
Causal Effects in Observational Studies
Dec 5/6
Using Time to Measure Causal effects
Resources
No Class
Resources
Dec 18 7-10 pm
Stat 20 Final
Resources