STAT 51200 Fall 2018 Section 15

Instructor: Lingsong Zhang

Class Meeting, Office Hour Time and location

Section 15: TTh 12:00pm-1:15pm, UNIV 017
Office Hour: Tuesday 3:00p-4:00p MATH 544 or by appointment

Active Annoucements

• Please return syllabus checklist by August 28 to the instructor

Course Information

• Syllabus. (PDF) Last updated:August 21, 2018
• Tentative Schedule.

Final Project

• Description of the final project (PDF)
• Training data set (Project 1, Project 2, Project 3, Project 4, Project 5, Project 6)

Lecture notes

• Simple Linear Regression.
• Diagnostics and Remedies.
• Linear Regression in Matrix Form.
• Extra Sum of Squares & Multicollinearity.
• Influential Observations and Outliers.
• Ridge Regression.
• One-Way Analysis of Variance (ANOVA).
• Two-Way Analysis of Variance (ANOVA).
• Three Way ANOVA and Random Effects.
(All lecture notes are available in the blackboard system)

Assignments

Assignments are available in the blackboard learn. The solutions to the homework assignments are posted in the blackboard learn (after submission deadlines)

Data Sets

• ch17ta06.dat.
• ch18ta02.dat.
• ch16ta01.dat.
• ch08ta01.dat.
• ch11ta06.dat.
• ch10ta01.dat.
• ch16pr11a.dat.
• ch09ta01.dat.
• ch08pr24.dat.
• ch11ta01.dat.
• ch07ta09.dat.
• ch07ta01.dat.
• ch06pr18.dat.
• ch06fi05.dat.
• csdata.dat.
• ch01pr22.dat.
• ch01pr19.dat.
• ch01ta01.dat.
• Diamond data
• Orig data set

Course-Related Material

• t-distribution table.
• F-distribution table, low alpha values.
• F-distribution table, high alpha values.
• Studentized Range Distribution table.