/BB503_BB602_21_22

Lecture notes and R scripts for BB503/BB602 - Probability and Statistics ('21-'22)

Primary LanguageR

BB503/BB602 - Probability & Statististics - Fall 2021

Week Date Subject R HW
1 2021-10-07 Descriptive Intro
2 2021-10-14 Descriptive EDA
3 2021-10-21 Probability, conditional probability, Bayes theorem Basics HW1
4 2021-10-28 Discrete Distributions Discrete RV
5 2021-11-04 Continuous Distributions Cont. RV
6 2021-11-11 Midterm Exam 1
7 2021-11-18 MLE, LLN, CLT / Hypothesis tests I Hyp.Test
8 2021-11-25 Hypothesis tests II Hyp.Test
9 2021-12-02 Hypothesis tests III / Multiple testing correction Hyp.Test HW2
10 2021-12-09 Midterm Exam 2
11 2021-12-16 Power Analysis, Missing data / Linear regression Lin.Regr.
12 2021-12-23 Generalized linear models GLM
13 2021-12-30 Resampling Methods resampling HW3
14 2021-01-06 No lecture
15 2021-01-13 Review before final
16 2021-01-20 Final Exam