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9781853126246

Introduction to Regression Analysis

by ;
  • ISBN13:

    9781853126246

  • ISBN10:

    1853126241

  • Format: Hardcover
  • Copyright: 2004-01-01
  • Publisher: Computational Mechanics
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List Price: $413.32

Summary

In order to apply regression analysis effectively, it is necessary to understand both the underlying theory and its practical application. This book explores conventional topics as well as recent practical developments, linking theory with application. Intended to continue from where most basic statistics texts end, it is designed primarily for advanced undergraduates, graduate students and researchers in various fields of engineering, chemical and physical sciences, mathematical sciences and statistics.

Table of Contents

Preface
Introductionp. 1
Some Basic Results in Probability and Statisticsp. 5
Simple Linear Regressionp. 51
Random Vectors and Matrix Algebrap. 129
Multiple Regressionp. 179
Residuals, Diagnostics and Transformationsp. 249
Further Applications of Regression Techniquesp. 313
Selection of a Regression Modelp. 359
Multicollinearity: Diagnosis and Remediesp. 379
Appendixp. 413
Bibliographyp. 421
Indexp. 429
Table of Contents provided by Blackwell. All Rights Reserved.

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