Applied regression analysis / Norman R. Draper, Harry Smith.
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EWU Library E-book | Non-fiction | 519.536 DRA 2011 (Browse shelf(Opens below)) | Not For Loan | ||||
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EWU Library Reserve Section | Non-fiction | 519.536 DRA 2011 (Browse shelf(Opens below)) | C-1 | Not For Loan | 25684 | ||
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EWU Library Circulation Section | Non-fiction | 519.536 DRA 2011 (Browse shelf(Opens below)) | C-2 | Checked out | 28/08/2019 | 25686 | |
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EWU Library Circulation Section | Non-fiction | 519.536 DRA 2011 (Browse shelf(Opens below)) | C-3 | Available | 25685 |
Online version:
Draper, Norman Richard.
Applied regression analysis.
New York : Wiley, c1998
(OCoLC)765771922
Includes bibliographical references (p. 593-603) and indexes.
TOC 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.
AS
Tahur Ahmed
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