Regression analysis : statistical modeling of a response variable /

The book provides complete coverage of the classical methods of statistical analysis. It is designed to give students an understanding of the purpose of statistical analyses, to allow the student to determine, at least to some degree, the correct type of statistical analyses to be performed in a giv...

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Bibliographic Details
Main Author: Freund, Rudolf J. 1927-2014.
Other Authors: Wilson, William J., 1940-, Sa, Ping.
Format: eBook
Language:English
Published: AMsterdam ; Boston : Elsevier Academic Press, ©2006.
Edition:2nd ed.
Subjects:
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245 1 0 |a Regression analysis :  |b statistical modeling of a response variable /  |c Rudolf J. Freund, William J. Wilson, Ping Sa. 
250 |a 2nd ed. 
260 |a AMsterdam ;  |a Boston :  |b Elsevier Academic Press,  |c ©2006. 
300 |a 1 online resource (xix, 459 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references (pages 445-447) and index. 
505 0 |a The analysis of means : a review of basics and an introduction to linear models -- Simple linear regression : linear regression with one independent variable -- Multiple linear regression -- Problems with observations -- Multicollinearity -- Problems with the model -- Curve fitting -- Introduction to nonlinear models -- Indicator variables -- Categorical response variables -- Generalized linear models. 
588 0 |a Print version record. 
520 |a The book provides complete coverage of the classical methods of statistical analysis. It is designed to give students an understanding of the purpose of statistical analyses, to allow the student to determine, at least to some degree, the correct type of statistical analyses to be performed in a given situation, and have some appreciation of what constitutes good experimental design.* Examples and exercises contain real data and graphical illustration for ease of interpretation* Outputs from SAS 7, SPSS 7, Excel, and Minitab are used for illustration, but any major. 
590 |a EBSCO eBook Academic Comprehensive Collection North America 
590 |a EBSCO eBook EngineeringCore 
650 0 |a Regression analysis. 
650 0 |a Linear models (Statistics) 
700 1 |a Wilson, William J.,  |d 1940- 
700 1 |a Sa, Ping. 
730 0 |a WORLDSHARE SUB RECORDS 
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