- HOMEWORK: Homework will be assigned in class and collected online each Friday (starting the second week). The lowest two homework grades will be dropped in calculating the overall homework score. No late homework.

- PROJECT: There will be two projects involving computer data analysis. Each project is due in two weeks. Although we recommend that you use R to complete the projects, use of other softwares is also allowed. The TA is responsible in providing instructions for R.

- MIDTERM: There will be an
**online**midterm exam. Exam date: Wed., May 4, 2022, 4:10-5:00 p.m. (lecture time). One page of notes (both sides, regular-size paper) is allowed.

- MIDTERM: There will be an
- FINAL: There will be an
**online**final exam. Exam date: Thu., June 9, 2022, 10:00 a.m. - 12:00 p.m. Two page of notes (both sides, regular-size papers) are allowed.- FINAL: There will be an
- Introduction

- Simple linear regression

- Inference in regression and correlation analysis

- Diagnostics and remedial measures

- Simultaneous inference

- Matrix expressions

- Multiple linear regression

- Quantitative and qualitative predictors

- Variable selection

- More on diagnostics and remedial measures

- More on diagnostics and remedial measures

STAT 108 Regression Analysis

Syllabus

FINAL 40%, MIDTERM 20%, PROJECT 20% (10% each), HOMEWORK 20%.