Syllabus
Office Hours
Notes
Assignments
Tutorials
Introduction to Probability and Statistics
Stat 20 UC Berkeley
This Week
Dec 9
No Class
Due tomorrow:
WSP 7
No Class
No Class
No matching items
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
No matching items