Multiple Linear Regression & Generalized Linear Models & 1D Regression

Multiple Linear and 1D Regression by David Olive Preprint M-02-006 Copyright August 2006, Jan 2010

I am writing course notes for multiple linear and 1D regression, and this the first draft. This manuscript is unfinished. Revisions are ongoing. The .PDF version below is as of Jan 2010. If you wish to contact the author, click here. The complete text is in the file regnotes.pdf. The MDATA files are for ARC.
	.PDF Version	R/Splus Programs	R/Splus Data	R Code and SAS Programs
	regnotes.pdf	regpack.txt	regdata.txt	reghw.txt

Table of Contents	Pages	PDF	Misc MDATA Files
Preface	i-xii	cont	animal.lsp, belg.lsp
Chapter 1-Introduction	1-27	ch1	bodfat.lsp, boston2.lsp, c12.lsp
Chapter 2-Multiple Linear Regression	28-101	ch2	buxton.lsp, cement.lsp, cbrain.lsp
Chapter 3-Building an MLR Model	102-180	ch3	credit.lsp, cyp.lsp
Chapter 4-WLS and Generalized Least Squares	181-193	ch4	gladstone.lsp, hbk.lsp, ICU.lsp,
Chapter 5-One Way ANOVA	194-233	ch5	insulation.lsp, john.lsp
Chapter 6-K Way ANOVA	234-247	ch6	lobster.lsp
Chapter 7-Block Designs	248-266	ch7	lsinc.lsp
Chapter 8-Orthogonal Designs	267-310	ch8	major.lsp
Chapter 9-More on Experimental Designs	311-328	ch9	marry.lsp
Chapter 10-Logistic Regression	329-374	ch10	museum.lsp, muss.lsp
Chapter 11-Poisson Regression	375-400	ch11	naph.lsp, nasty.lsp
Chapter 12-Generalized Linear Models	401-415	ch12	octane.lsp, pollution.lsp
Chapter 13-Least Squares Theory	416-418	ch13	pop.lsp, popcorn.lsp
Chapter 14-Multivariate Analysis	419-432	ch14	pov.lsp, povc.lsp
Chapter 15-1D Regression	433-480	ch15	salinity.lsp
Chapter 16-Survival Analysis	481-574	ch16	sat.lsp, sinc.lsp
Chapter 17-Stuff for Students	575-592	ch17	wood.lsp
Bibliography	593-628	bib

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