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Applied regression analysis / Norman R. Draper, Harry Smith.

By: Draper, Norman Richard.
Contributor(s): Smith, Harry, 1923-2012.
Material type: TextTextSeries: Wiley-Interscience publication.Wiley series in probability and statistics: Publisher: New York ; Chichester : John Wiley, c1998Edition: 3rd ed.Description: xvii, 706 p. : ill. ; 26 cm. +.ISBN: 0471170828 (hbk); 9788126531738; 9780471170822.Subject(s): Regression analysisDDC classification: 519.536 Online resources: WorldCat details | E-book Fulltext
Contents:
Table of contents Preface -- About the software -- Basic prerequisite knowledge -- Fitting a straight line by least squares -- Checking the straight line fit --Fitting straight lines: special topics -- Regression in matrix terms: Straight line case -- The general regression situation -- Extra sums of squares and tests for several parameters being zero -- Serial correlation in the residuals and the Durbin-Watson test -- More on checking fitted models -- Multiple regression: special topics -- Bias in regression estimates, and expected values of mean squares and sums of squares -- On worthwhile regressions, big F's, and R² -- Models containing functions of the predictors, including polynomial models -- Transformation of the response variable -- "Dummy" variables -- Selecting the "Best" regression equation -- Ill-conditioning in regression data -- Ridge regression -- Generalized linear models (GLIM) -- Mixture ingredients as predictor variables -- The geometry of least squares -- More geometry of least squares -- Orthogonal polynomials and summary data -- Multiple regression applied to analysis of variance problems -- An introduction to nonlinear estimation -- Robust regression -- Resampling procedures (Bootstrapping) -- Bibliography -- True/false questions -- Answers to exercises -- Tables -- Index of authors associate with exercises -- Index.
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Non-fiction 519.536 DRA 2011 (Browse shelf) Not For Loan
Text Text EWU Library
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Non-fiction 519.536 DRA 2011 (Browse shelf) C-1 Not For Loan 25684
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Non-fiction 519.536 DRA 2011 (Browse shelf) C-2 Checked out 28/08/2019 25686
Text Text EWU Library
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Online version:
Draper, Norman Richard.
Applied regression analysis.
New York : Wiley, c1998
(OCoLC)765771922

Includes bibliographical references (p. 593-603) and indexes.

Table of contents Preface --
About the software --
Basic prerequisite knowledge --
Fitting a straight line by least squares --
Checking the straight line fit --Fitting straight lines: special topics --
Regression in matrix terms: Straight line case --
The general regression situation --
Extra sums of squares and tests for several parameters being zero --
Serial correlation in the residuals and the Durbin-Watson test --
More on checking fitted models --
Multiple regression: special topics --
Bias in regression estimates, and expected values of mean squares and sums of squares --
On worthwhile regressions, big F's, and R² --
Models containing functions of the predictors, including polynomial models --
Transformation of the response variable --
"Dummy" variables --
Selecting the "Best" regression equation --
Ill-conditioning in regression data --
Ridge regression --
Generalized linear models (GLIM) --
Mixture ingredients as predictor variables --
The geometry of least squares --
More geometry of least squares --
Orthogonal polynomials and summary data --
Multiple regression applied to analysis of variance problems --
An introduction to nonlinear estimation --
Robust regression --
Resampling procedures (Bootstrapping) --
Bibliography --
True/false questions --
Answers to exercises --
Tables --
Index of authors associate with exercises --
Index.

Applied Statistics

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