STAT 51200 Spring 2018 Sections 4 and 5

Instructor: Lingsong Zhang

Class Meeting, Office Hour Time and location

Section 04: TTh 10:30a-11:45a, UNIV 019
Section 05: TTh 12:00p-01:15p, UNIV 019
Office Hour: Tuesday 2:00p-3:00p MATH 544 or by appointment

Active Annoucements

• Final exam time has been announced. It is
  Tue 05/01 7:00p - 9:00p MATH 175
• Practise Midterm Exams: Fall 2013 (PDF)
• Note that our exam is 2 hours, and this sampled one is only 60 minutes.
• Please return syllabus checklist by Tuesday, January 16 to the instructor

Course Information

• Syllabus. (PDF) Last updated: January 5, 2018
• The Statistical Consulting Service in Math-G175 has walk-in SAS office hours free for students.
• Tentative Schedule.
• Information on how to order and access the eBook. (PDF)

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

• Chapters 1 & 2 -: Simple Linear Regression. (PDF)
• Chapters 3 & 4 -: Diagnostics and Remedies. (PDF)
• Chapters 5 & 6 -: Linear Regression in Matrix Form. (PDF)
• Chapters 7 & 8 -: Extra Sum of Squares & Multicollinearity. (PDF)
• Chapters 9, 10 & 11 -: Influential Observations and Outliers. (PDF)
• Chapter 11 -: Ridge Regression. (PDF)
• Chapter 16 -: One-Way Analysis of Variance (ANOVA). (PDF)
• Chapter 19 -: Two-Way Analysis of Variance (ANOVA). (PDF)
• Chapter 23, 24, 25 -: Three Way ANOVA and Random Effects. (PDF-a, PDF-b)

Assignments

Assignments are available in the blackboard learn as well. The solutions to the homework assignments are posted in the blackboard learn (after submission deadlines)
• Homework 1 (PDF)
• Homework 2 (PDF)
• Homework 3 (PDF)
• Homework 4 (PDF)

SAS Files.

• Critical and p-values.
• knnl762.sas.
• knnl783.sas.
• knnl735.sas.
• knnl734.sas.
• knnl706.sas.
• knnl685.sas.
• ridge.sas.
• piecewise.sas.
• knnl350.sas.
• knnl427.sas.
• knnl386.sas.
• knnl315.sas.
• knnl300.sas.
• knnl256.sas.
• knnl236.sas.
• cs.sas.
• knnl114.sas.
• knnl110.sas.
• boxcox.sas.
• knnl134.sas.
• knnl105.sas.
• knnl104a.sas.
• knnl101.sas.
• knnl069.sas.
• knnl067.sas.
• knnl061x.sas.
• knnl061.sas.
• knnl054.sas.
• knnl050.sas.
• diamonds.sas.

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.

Course-Related Material

• t-distribution table.
• F-distribution table, low alpha values.
• F-distribution table, high alpha values.
• Studentized Range Distribution table.
• SAS Installation Tips for Windows.
• Introductory SAS Course.
• SAS Tricks and Tips (by Doug Baumann).