| Date |
Topic |
Section |
Due |
| 1/11 |
Introduction to Data |
1.1 |
|
| 1/12 |
Lab 1: Intro to RStudio |
|
|
| 1/16 |
NO CLASS - MLK DAY |
|
|
| 1/18 |
Collecting Data: Sampling |
1.2 |
|
| 1/19 |
Lab 2: Data and Sampling |
|
|
| 1/23 |
Collecting Data: Causation and Experiments |
1.3 |
Class Survey |
| 1/25 |
Exploratory Data Analysis I |
2.1, 2.2 |
|
| 1/26 |
Lab 3: EDA: Categorical Variables |
|
|
| 1/30 |
Exploratory Data Analysis II |
2.3, 2.4, 2.5 |
HW1: Data Collection (sol) |
| 2/1 |
Confidence Intervals: Sampling Distribution |
3.1 |
|
| 2/2 |
Lab 4: EDA: Quantitative Variables |
|
|
| 2/6 |
Confidence Intervals: Bootstrap Distribution |
3.2, 3.3 |
HW2: Exploratory Data Analysis (sol) |
| 2/8 |
Hypothesis Testing I |
4.1, 4.2 |
|
| 2/9 |
Lab 5: Confidence Intervals |
|
|
| 2/13 |
Hypothesis Testing II |
4.2, 4.3 |
HW3: Confidence Intervals (sol) |
| 2/15 |
Hypothesis Testing III |
4.3 |
Project 1 Proposal |
| 2/16 |
Lab 6: Hypothesis Testing |
|
|
| 2/20 |
Synthesis and Review |
4.4, 4.5, ES1, ES2 |
HW4: Hypothesis Testing (sol) |
| 2/22 |
MIDTERM 1: In-Class |
|
|
| 2/23 |
MIDTERM 1: Lab |
|
|
| 2/27 |
Normal Distributions |
5.1, 5.2 |
|
| 2/29 |
Inference for Categorical Variables |
6.1, 6.2, 6.3, 6.7, 6.8, 6.9 |
|
| 3/1 |
Lab 7: Inference for Categorical Variables |
|
|
| 3/5 - 3/8 |
NO CLASS - SPRING BREAK |
|
|
| 3/12 |
Inference for Quantitative Variables |
6.4, 6.5, 6.6, 6.10, 6.11, 6.12, 6.13 |
HW5: Normal Distribution (sol) |
| 3/14 |
Chi-Square Tests |
7.1, 7.2 |
|
| 3/15 |
Lab 8: Inference for Quantitative Variables |
|
|
| 3/19 |
ANOVA |
8.1 |
HW6: Inference for Quantitative Variables (sol) |
| 3/21 |
Multiple Comparisons |
8.2 |
|
| 3/22 |
Lab 9: Multiple Categories |
|
PROJECT 1 |
| 3/26 |
Synthesis and Review (Prezi) |
ES 3 |
HW7: Multiple Categories (sol) |
| 3/28 |
MIDTERM 2: In-Class |
|
|
| 3/29 |
MIDTERM 2: Lab |
|
|
| 4/2 |
Simple Linear Regression I |
2.6, 9.1, 9.2 |
|
| 4/4 |
Simple Linear Regression II |
9.1, 9.3 |
|
| 4/5 |
Lab 10: Simple Linear Regression |
|
|
| 4/9 |
Multiple Regression I |
9.4, 9.5 |
HW8: Simple Linear Regression (sol) |
| 4/11 |
Multiple Regression II |
|
Project 2 Proposal |
| 4/12 |
Lab 11: Multiple Regression |
|
|
| 4/16 |
Multiple Regression III |
|
HW9: Multiple Regression (sol) |
| 4/18 |
Probability |
11.1 |
|
| 4/19 |
PROJECT 2 PRESENTATIONS |
|
Project 2 Presentation |
| 4/23 |
Bayesian Inference I |
11.2 |
HW 10: Probability (sol) |
| 4/25 |
Bayesian Inference II and Review |
The Bayesian Heresy |
PROJECT 2 |
| 4/30 |
FINAL: 9-12 |
|
|