Semester: Autumn 2021
Classroom: virtual
Time: MWF 3:00-3:50pm
Main Website
Instructor: Dr. Vanja Dukic
office Hours: MW 5-6:15pm, virtual
Course Assistant: Ruyu Tan,
Office Hours: Tue/Wed/Thu 9am-10am, virtual
Department of Applied Mathematics
University of Colorado-Boulder
Statistical Methods
Schedule:
| Week of | Topic | Reading Assignments | Notes |
| Aug 23, 2021 | R and EDA | Chapter 1 | Notes from week 1 |
| Aug 30, 2021 | Introduction to Probability | Chapter 2 |
HW 1 due on Canvas on Friday |
| Sep 6, 2021 | Probability: Discrete Random Variables | Chapter 3 |
Notes from week 3
|
| Sep 13, 2021 | Probability: Continuous Random Variables | Chapter 4 |
Notes from week 4
|
| Sep 20, 2021 | Probability, continued | Chapter 4 |
HW 2 due on Canvas on Friday
|
|
| Sep 27, 2021 | Review Ch 1-4; Midterm; Joint Probability | Chapter 5 (Joint Probability) |
Midterm 1 on Wed, Sep 29 (Chapters 1-4) |
| Oct 4, 2021 | Statistics: Sampling, Sample statistics | Chapter 6 |
Notes from week 7
|
| Oct 11, 2021 | Estimation, CLT, Confidence intervals | Chapter 7 |
HW 3 due on Canvas on Monday
|
| Oct 18 , 2021 | Estimation, CLT, Confidence intervals | Chapter 7 | HW 4 due on Canvas on Friday
|
| Oct 25, 2021 | Statistics: Hypothesis testing | Chapter 8 |
|
| Nov 1, 2021 | Statistics: Hypothesis testing | Chapter 9 | HW 5 due on Canvas on Friday
|
| Nov 8, 2021 | Review; Midterm |
Midterm 2 on Wed, Nov 10 (Chapters 5-9) |
|
| Nov 15, 2021 | Statistical Modeling: Simple Linear regression | Chapter 12 |
|
| Nov 29, 2021 | Statistical Modeling: Multiple Linear regression | Chapter 13 |
HW 6 due on Canvas on Friday
|
| Mon, Dec 7, 2021 | Review | Cumulative: Chapters 1-9, 12 |
Final next week |