University of South Carolina

Course Syllabus

Syllabus

Lecture Notes

Chapter 1 Introduction
Chapter 2 Probability
Chapter 3 Discrete Random Variable
Chapter 4 Continuous Random Variable
Chapter 5 Statistical Inference (in General)
Chapter 6 Statistical Inference (Single Sample)
Chapter 7 Statistical Inference (Two Samples)
Chapter 8 Simple Linear Regression
Chapter 9 Multiple Linear Regression

Homework

5/08 week: hw1, hw2, hw3, hw4
5/15 week: hw5, hw6, hw7, hw8
5/22 week: hw9, hw10, hw11
5/29 week: hw12
6/05 week: hw13, hw14, hw15, hw16
6/12 week: hw17, hw18, hw19

Homework Solutions

5/08 week: sol1, sol2, sol3, sol4
5/15 week: sol5, sol6, sol7, sol8
5/22 week: so9, so110, sol11
5/29 week: so12
6/05 week: sol13, sol14, sol15, sol16
6/12 week: sol17, sol18, sol19

Course Project

project rule
training data (csv)
testing data (csv)

Data

electricity
galadata
edudata
cheese

Others

Final Exam Formula Sheet
Practical Regression and Anova using R (by faraway)
Quiz 3 Formula Sheet
t table
Exam 1 Formula Sheet
standard normal table
Quiz 2 Distribution
Introduction to R
Old R Installation for MAC
John Verzani's R Note