Schedule
| Week | Dates | Day | Topics | Chapter sections |
|---|---|---|---|---|
| 1 | M 9/30 | No class: OHSU New Student Orientation |
||
| W 10/2 | 1 | Introduction to R & RStudio | ||
| 2 | M 10/7 | 2 | Intro to Data, Data collection | 1.1-1.3 |
| W 10/9 | 3 | Summarizing numerical data, Probability |
1.4, 2.1-2.2.4 | |
| Sa 10/12 | HW 1 Due (Days 1 - 3) | |||
| 3 | M 10/14 | 4 | Bayes’ Theorem, R Packages | 2.2.5, extra |
| W 10/16 | 5 | Data visualization, exploratory data analysis (EDA), and summarizing categorical data |
1.5-1.7, extra | |
| Sa 10/19 | HW 2 Due (Days 4 - 5) | |||
| 4 | M 10/21 | 6 | Random variables, Binomial distribution |
3.1-3.2 |
| W 10/23 | 7 | Normal and Poisson distributions | 3.3-3.4 | |
| Sa 10/26 | HW 3 Due (Days 6 - 7) | |||
| 5 | M 10/28 | 8 | Variability in estimates | 4.1 |
| W 10/30 | Exam 1: Days 1-7 | Ch 1, 2, 3.1-3.4 | ||
| 6 | M 11/4 | 9 | Confidence Intervals | 4.2 |
| W 11/6 | 10 | Hypothesis Testing: Single-sample with t-distribution & Two-sample paired data |
4.3, 5.1, 5.2 | |
| Sa 11/9 | HW 4 Due (Days 8 - 10) | |||
| 7 | M 11/11 | 11 | Hypothesis Testing: Two-sample independent data; Power |
5.3-5.4, extra |
| W 11/13 | 12 | Inference for a single proportion or difference in proportions |
8.1-8.2 | |
| Sa 11/16 | HW 5 Due (Days 11 - 12) | |||
| 8 | M 11/18 | 13 | Chi-squared tests, Fishers exact test |
8.3-8.4 |
| W 11/20 | 14 | Comparing Means with ANOVA. | 5.5, extra | |
| Sa 11/23 | HW 6 Due (Days 13 - 14) | |||
| 9 | M 11/25 | Exam 2: Days 8-13 | Ch 4, 5.1-5.4; extra, 8.1-8.4 |
|
| W 11/27 | 15 | Simple Linear Regression | 6.1-6.2 | |
| 10 | M 12/2 | 16 | Simple Linear Regression | 6.3-6.4 |
| W 12/4 | 17 | Non-parametric tests (sign, signed-rank, rank-sum, Kruskal-Wallis) |
Extra | |
| Sa 12/7 | HW 7 Due (Days 15 - 17) | |||
| 11 | M 12/9 | Review - catch up | ||
| W 12/11 | Exam 3 due (take home): Cumulative with a focus on Days 14-17 |
Ch 5.5, 6, non-parametric |