|
Date
|
Topic
|
Due
|
|
Unit 1: Simple Linear Regression
|
|
9/2
|
Welcome
|
|
|
9/4
|
Univariate visual & numerical summaries
|
CP 1
|
|
9/9
|
Simple linear regression
|
CP 2
|
|
9/11
|
Model evaluation
|
PP 1, CP 3
|
|
9/16
|
Transformations
|
CP 4
|
|
9/18
|
Categorical predictors
|
PP 2, CP 5
|
|
Unit 2: Multiple Linear Regression
|
|
9/23
|
Intro to multiple linear regression
|
|
|
9/25
|
Quiz 1
|
|
|
9/30
|
Modeling principles
|
CP 6
|
|
10/2
|
Confounding
|
CP 7
|
|
10/7
|
Interaction
|
PP 3, CP 8
|
|
10/9
|
Model building
|
CP 9, Quiz 1 revisions
|
|
Unit 3: Logistic Regression
|
|
10/14
|
Logistic regression I
|
PP 4, CP 10
|
|
10/16
|
Fall break
|
|
|
10/21
|
Logistic regression II
|
CP 11
|
|
10/23
|
Logistic wrap-up + project time
|
PP 5 (10/23), Project group preference form (10/27)
|
|
Unit 4: Inference
|
|
10/28
|
Sampling variation & the Normal model
|
CP 12
|
|
10/30
|
Quiz 2
|
|
|
11/4
|
Sampling distributions, CLT, Bootstrapping
|
CP 13
|
|
11/6
|
Sampling distribution recap + project time
|
Project milestone 1
|
|
11/11
|
Confidence intervals
|
Quiz 2 revisions, CP 14
|
|
11/13
|
Office hours / work day
|
PP 6
|
|
11/18
|
Hypothesis test discovery day
|
Nothing! Work on Milestone 2
|
|
11/20
|
Hypothesis testing practice & considerations
|
CP 15, PP 7 (tomorrow Friday)
|
|
11/25
|
Project time
|
Project milestone 2
|
|
11/27
|
Thanksgiving break
|
|
|
12/2
|
F tests + Nested models
|
CP 16
|
|
12/4
|
P-values + project time
|
PP 8
|
|
12/9
|
End-of-course surveys + project time
|
Project final submission + final reflection
|
Quiz 3
3:00-4:30pm section: Saturday, 12/13 from 1:30-3:30pm
1:20-2:50pm section: Tuesday, 12/16 from 1:30-3:30pm
|