Regression Analysis.

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.
Other Authors: Wilson, William., Sa, Ping.
Format: Electronic
Language:English
Published: Burlington : Elsevier, 2006.
Edition:2nd ed.
Subjects:
Online Access:Click for online access
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020 |a 9780080522975  |q (electronic bk.) 
020 |a 0080522971  |q (electronic bk.) 
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049 |a HCDD 
100 1 |a Freund, Rudolf J. 
245 1 0 |a Regression Analysis. 
250 |a 2nd ed. 
260 |a Burlington :  |b Elsevier,  |c 2006. 
300 |a 1 online resource (481 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
505 0 |a Front Cover; Regression Analysis: Statistical Modeling of a Response Variable; Copyright Page; Contents; Preface; An Overview; Part I: The Basics; Chapter 1. The Analysis of Means: A Review of Basics and an Introduction to Linear Models; Chapter 2. Simple Linear Regression: Linear Regression with one Independent Variable; Chapter 3. Multiple Linear Regression; Part II: Problems and Remedies; Chapter 4. Problems with Observations; Chapter 5. Multicollinearity; Chapter 6. Problems with the Model; Part III: Additional Uses of Regression; Chapter 7. Curve Fitting. 
505 8 |a Chapter 8. Introduction to Nonlinear ModelsChapter 9. Indicator Variables; Chapter 10. Categorical Response Variables; Chapter 11. Generalized Linear Models; Appendix A: Statistical Tables; A.1 The Standard Normal DistributionProbabilities Exceeding Z; A.2 The T DistributionValues of T Exceeded with Given Probability; A.3 The X2 DistributionX2 Values Exceeded with Given Probability; A.4 The F Distribution p= 0.1; A.5 The DurbinWatson Test Bounds; A. 
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. 
588 0 |a Print version record. 
650 0 |a Regression analysis. 
650 0 |a Linear models (Statistics) 
650 7 |a Linear models (Statistics)  |2 fast  |0 (OCoLC)fst00999084 
650 7 |a Regression analysis.  |2 fast  |0 (OCoLC)fst01432090 
700 1 |a Wilson, William. 
700 1 |a Sa, Ping. 
776 1 |z 9780120885978 
856 4 0 |u https://ebookcentral.proquest.com/lib/holycrosscollege-ebooks/detail.action?docID=534893  |y Click for online access 
903 |a EBC-AC 
994 |a 92  |b HCD