STAT540 Data Analysis and Regression - Fall 2015
- Syllabus
- Office Hour: 1:00-2:00pm TR
- Lecture notes
-
Lecture 1,
Lecture 2,
Lecture 3,
Lecture 4,
Lecture 5,
Lecture 6,
Lecture 7,
Lecture 8,
Lecture 9,
Lecture 9a,
Lecture 10,
Lecture 11,
Lecture 12
(Gram-Schmidt),
Lecture 13,
Lecture 14,
Lecture 15
- HWs
-
HW1 (ch01ta01.txt),
HW2
,
HW3 (anscombe.dat,
mpg.dat,snow1.dat),
HW4,
HW5,
HW6,
HW7 (bear.txt,
mill.txt),
HW8 (softdrink.txt),
HW9(avp.txt,
website.txt),
HW10(hw.dat,
temperature.txt,nfl-05.csv),
HW11(modelsel1.txt),
HW12
- Exam materials
- Computations, Data and other useful link
-
Beginning of an Introduction to R by Prof. Nettleton (ISU)
- Sample of R by Prof. Vardeman (ISU)
- R Reference Card
- R Help File from STAT540
-
STAT540 R Introduction Code,
eire.dat, lake.dat
- Example of advertising, Example of advertising (continued)
- Example on LOF
- Example of bacteria
- Example of advertising on inference,
R function of conf.band() written by Prof. Hoeting
- Example of advertising for matrix notation
- Multi-regression, example of grocery,
grocery data
- Multi-regression, example of patience satisfication,
patience data
- Example of drug (ANOCOA),
drug data
- Example of drug (continued)
- Example of model selection,
Adaptive Lasso,
Job data,
- Example of 2012 Election,
Florida data
- The Law School Bootstrap Example
- Computing Noncentral
- Aitken Fit
- Disease data
- Trout data
- SeedlingDryWeight.txt
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