Week | Date | Content | Notes & Assignments |
---|---|---|---|
1 | 1/17 | No School | |
1/18 | 1.1: Intro, Basics |
Pre-Lecture Slides Annotated Slides Gradescope How-To |
|
1/19 | Discussion |
HW 1 (Due 1/26) |
|
1/20 | 1.2, 1.3, 2.1: Axioms, Intersections |
Pre-Lecture Slides Annotated Slides |
|
1/21 |
Exam Prep 01 Solutions |
||
2 | 1/24 | Disucussion |
Worksheet |
1/25 | 2.1, 2.2, 2.3, 2.5: Bounds, Axioms, Independence |
Pre-Lecture Slides Annotated Slides |
|
1/26 | Discussion |
Worksheet HW 2 (Due 2/2) HW 1 Solutions |
|
1/27 | 2.2, 2.3, 2.4, 2.5: Multiplication Rule, Symmetries in Sampling, Bayes' Rule |
Pre-Lecture Slides Annotated Slides |
|
1/28 | Weekly Quiz 1 (1, 2.1) |
Exam Prep 02 Solutions |
|
3 | 1/31 | Discussion | |
2/1 | 2.3, 2.4, 3.1, 3.2: Symmetries in Sampling, Bayes' Rule, Intro to RV |
Pre-Lecture Slides Annotated Slides |
|
2/2 | Discussion |
Worksheet HW 3 (Due 2/9) HW 2 Solutions |
|
2/3 | 3.2, 3.3: Random Variables and Their Distributions |
Pre-Lecture Slides Annotated Slides |
|
2/4 | Weekly Quiz 2 (2.2-2.4) |
Exam Prep 03 Solutions |
|
4 | 2/7 | Discussion |
Worksheet |
2/8 | 3.3, 3.4: Special Distributions (Binomial, Hypergeom) |
Pre-Lecture Slides Annotated Slides |
|
2/9 | Discussion |
Worksheet HW 4 (Due 2/16) HW 3 Solutions |
|
2/10 | 3.5, 4.1, 4.2: CDFs, Waiting times, RVs w/ Infinitely Many Values |
Pre-Lecture Slides Annotated Slides |
|
2/11 | Weekly Quiz 3 (2.4, 3.1-3.5) |
Exam Prep 04 Solutions |
|
5 | 2/14 | Discussion |
Worksheet |
2/15 | 4.1, 4.2: CDFs, Waiting Times |
Pre-Lecture Slides Annotated Slides |
|
2/16 | Discussion |
Worksheet HW 5 (Due 2/23) HW 4 Solutions |
|
2/17 | 4.2, 4.3, 4.4: Exponential Approximations, Poisson RVs |
Pre-Lecture Notes Annotated Slides |
|
2/18 | Weekly Quiz 4 |
Exam Prep 05 Solutions |
|
6 | 2/21 | Holiday | |
2/22 | 4.4, 5.1, 5.2, 5.3: Sums of Poisson, Expectation, Functions of RVS, Indicators, Unbiased Estimators. |
Pre-Lecture Slides Annotated Slides |
|
2/23 | Discussion |
Worksheet HW 6 (Due 3/2) HW 5 Solutions |
|
2/24 | 5.2, 5.3: finished up joint distributions, indicators |
Pre-Lecture Slides Annotated Slides |
|
2/25 | Weekly Quiz 5 |
Exam Prep 06 Solutions |
|
7 | 2/28 | Discussion |
Worksheet |
3/1 | 5.3, 5.4: Finished up indicators, with problems, unbiased estimators, German tank problem |
Pre-Lecture Slides Annotated Slides |
|
3/2 | Discussion |
Worksheet HW 7 (Due 3/18) HW 6 Solutions |
|
3/3 | 5.5, 5.6: conditional expectation, computing expectation using conditioning |
Pre-Lecture Slides Annotated Lecture Slides |
|
3/4 | Weekly Quiz 6 |
Exam Prep 07 Solutions |
|
8 | 3/7 | Discussion |
Worksheet |
3/8 | Finishing Up, Midterm Review |
Pre-Lecture Slides Annotated Lecture Slides |
|
3/9 | Discussion |
|
|
3/10 | Midterm (1.1-5.6) | ||
3/11 |
|
||
9 | 3/14 | No Discussion | |
3/15 | 6.1, 6.2: definition of variance, Measuring variability, Markov's and Chebyshev's inequalities |
Pre-Lecture Slides (6.1-6.2) Pre-Lecture Slides (6.3-6.4) Annotated Slides |
|
3/16 | Discussion |
Worksheet |
|
3/17 | 6.3, 6.4, 7.1: sums of independent RVs |
Pre-Lecture Slides Annotated Slides |
|
3/18 |
Exam Prep 08 Solutions |
||
10 | 3/21 | Spring Break | |
3/22 | Spring Break | ||
3/23 | Spring Break |
|
|
3/24 | Spring Break | ||
3/25 | Spring Break | ||
11 | 3/28 | Discussion |
Worksheet |
3/29 | 7.2, 7.3, 8.1: Reviewed inequalities, sampling w/o replacement, the law of averages |
Pre-Lecture Slides Annotated Slides |
|
3/30 | Discussion |
Worksheet HW 8 (Due 4/06) HW 7 Solutions |
|
3/31 | 7.3,8.1, 8.2, 8.3, 8.4: finish up the law of averages, Dsn of a sample sum, the normal distribution, and sample sums, the Central Limit Theorem |
Pre-Lecture Slides Annotated Slides |
|
4/1 |
Exam Prep 09 Solutions |
||
12 | 4/4 | Discussion |
Worksheet |
4/5 | 8.4, 9.1: finish CLT & intro to hypothesis tests |
Pre-Lecture Slides Annotated Slides |
|
4/6 | Discussion |
Worksheet HW 9 (Due 4/13) HW 8 Solutions |
|
4/7 | 9.2, 9.3, 9.4: p-values discussion, A/B testing |
Pre-Lecture Slides Annotated Slides |
|
4/8 | Weekly Quiz 7 (Chapters 6,7) |
|
|
13 | 4/11 | Discussion |
Worksheet |
4/12 | 9.3: Confidence intervals |
Pre-Lecture Slides Annotated Slides |
|
4/13 | Discussion |
Worksheet HW 10 (Due 4/20) HW 9 Solutions |
|
4/14 | 9.4: Further discussion of confidence intervals |
Annotated Slides |
|
4/15 | Weekly Quiz 8 (Chapters 8,9) |
Exam Prep 10 Solutions |
|
14 | 4/18 | Discussion |
Worksheet |
4/19 | 10.1, 10.2, 10.3: Continuous rvs, pdf, cdf, expected value and variance, special distributions |
Annotated Slides |
|
4/20 | Discussion |
Worksheet Homework 11 (Due 4/27) HW 10 Solutions |
|
4/21 | 10.4, 11.1, 11.2: finish chapter 10, introduce bias-variance and revisit the German Tank problem |
Annotated Slides |
|
4/22 | Weekly Quiz 9 (9.3, 9.4) |
Exam Prep 11 Solutions |
|
15 | 4/25 | Discussion |
Worksheet |
4/26 | 11.3, 11.4, 11.5: Least squares regression, correlation, regression errors |
Pre-Lecture Slides Annotated Slides |
|
4/27 | Discussion |
Worksheet HW 12 (Due 5/04) HW 11 Solutions |
|
4/28 | 12.1, 12.2: simple linear regression model, inference on the slope estimate. |
Pre-Lecture Slides Annotated Slides |
|
4/29 | Weekly Quiz 10 (Chapter 11) |
|
|
5/04 |
RRR Week Review Exam Prep 12 Solutions HW 12 Solutions |
||