Linear Regression

Linear Regression

by David J. Olive

Paperback(Softcover reprint of the original 1st ed. 2017)

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Product Details

ISBN-13: 9783319856087
Publisher: Springer International Publishing
Publication date: 07/24/2018
Edition description: Softcover reprint of the original 1st ed. 2017
Pages: 494
Product dimensions: 6.10(w) x 9.25(h) x (d)

About the Author

David Olive is a Professor at Southern Illinois University, Carbondale, IL, USA. His research interests include the development of computationally practical robust multivariate location and dispersion estimators, robust multiple linear regression estimators, and resistant dimension reduction estimators.

Table of Contents

Introduction.- Multiple Linear Regression.- Building an MLR Model.- WLS and Generalized Least Squares.- One Way Anova.- The K Way Anova Model.- Block Designs.- Orthogonal Designs.- More on Experimental Designs.- Multivariate Models.- Theory for Linear Models.- Multivariate Linear Regression.- GLMs and GAMs.- Stuff for Students.

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