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Introduction to Probability and Statistics

Stat 20 UC Berkeley


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Week 1

Aug 26
No class
Aug 28/29
Understanding the World with Data
Before class:
Notes
In class:
Slides Handout Lab: Part II
Aug 30
No class

Week 2

Sep 2
Labor Day (no class)
Due tomorrow:
  • Lab 1
  • WSP 1
Sep 3/4
Taxonomy of Data
Before class:
Notes Tutorial
In class:
Slides WS
Sep 5/6
Summarizing Categorical Data
Before class:
Notes Tutorial
In class:
Slides WS Lab: Slides Lab: Part I

Week 3

Sep 9
Quiz 1
In class:
Slides
Due tomorrow:
  • WSP 2
Sep 10/11
Summarizing Numerical Data
Before class:
Notes Tutorial
In class:
Slides WS Lab: Part II
Sep 12/13
A Grammar of Graphics
Before class:
Notes Tutorial
In class:
Slides WS

Week 4

Sep 16
Lab 2 Workshop
Due tomorrow:
  • Lab 2.1
  • Lab 2.2
Sep 17/18
Conditioning
Before class:
Notes Tutorial
In class:
Slides WS Lab: Slides Lab: Part I
Sep 19/20
Summarizing Associations
Before class:
Notes Tutorial
In class:
Slides WS

Week 5

Sep 23
No Class
Due tomorrow:
  • WSP 3
Sep 24/25
No Class
Sep 26/27
No Class

Week 6

Sep 30
Lab 3 Workshop
Due tomorrow:
  • Nothing!
Oct 1/2
Summarizing Associations
Before class:
Notes Tutorial
In class:
Slides WS Lab: Part II
Oct 3/4
Multiple Linear Regression
Before class:
Notes
In class:
Slides

Week 7

Oct 7
Quiz 3
In class:
Slides
Due tomorrow:
  • Lab 3.1
  • Lab 3.2
Oct 8/9
Intro to Probability
Before class:
Notes Tutorial
In class:
Slides WS
Oct 10/11
Computing Probabilities
Before class:
Notes
In class:
Slides WS

Week 8

Oct 14
Probability Workshop
Due tomorrow:
  • Nothing!
Oct 15/16
Probability Distributions
Before class:
Notes
In class:
Slides WS
Oct 17/18
Random Variables
Before class:
Notes
In class:
Slides WS

Week 9

Oct 21
Quiz 4
In class:
Slides
Due tomorrow:
  • WSP 4
Oct 22/23
Expected Value and Variance
Before class:
Notes
In class:
Slides WS Lab: Slides Lab: Part I
Oct 24/25
Normal Approximation
Before class:
Notes
In class:
Slides Lab: Part II

Week 10

Oct 28
Lab 4 Workshop
Due tomorrow:
  • Lab 4.1
  • Lab 4.2
Oct 29/30
From Samples to Populations
Before class:
Notes
In class:
Slides WS Lab: Slides Lab: Part I
Oct 31/1
Confidence Intervals
Before class:
Notes
In class:
Slides Lab: Part II

Week 11

Nov 4
Quiz 5
In class:
Slides
Due tomorrow:
  • WSP 5
Nov 5/6
Bootstrapping
Before class:
Notes
In class:
Slides WS
Nov 7/8
Intro to Hypothesis Tests
Before class:
Notes
In class:
Slides WS

Week 12

Nov 11
No Class (Veteran's Day)
Due tomorrow:
  • Lab 5.1
  • Lab 5.2
Nov 12/13
Types of Hypothesis Tests
Before class:
Notes
In class:
Slides WS
Nov 14/15
Wrong By Design
Before class:
Notes
In class:
Slides WS

Week 13

Nov 18
Quiz 6
In class:
Slides
Due tomorrow:
  • WSP 6
Nov 19/20
Defining Causality
Before class:
Notes
In class:
Slides Lab: Slides Lab: Part I
Nov 21/22
Randomized Experiments
Before class:
Notes
In class:
Slides Lab: Part II

Week 14

Nov 25
Lab 6 Workshop
Due tomorrow:
  • Lab 6.1
  • Lab 6.2
Nov 26/27
No Class
Nov 28/29
No Class

Week 15

Dec 2
Quiz 7
In class:
Slides
Dec 3/4
Causal Effects in Observational Studies
Before class:
Notes
In class:
Slides WS
Dec 5/6
Using Time to Measure Causal effects
Before class:
Notes
In class:
Slides WS

Week RRR

Dec 9
No Class
Due tomorrow:
  • WSP 7
No Class
No Class

Week Final Exams

Dec 18 7-10 pm
Stat 20 Final
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