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Multiple regression in prac...
Multiple regression in practice
Sage Publications 1985

Berry and Feldman provide a systematic treatment of many of the major problems encountered in using regression analysis. Since it is likely that the assumptions of the regression model will be violated in empirical analysis, the ability to know when problems exist and when to take appropriate action ensures the proper use of the procedure

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Título:
Multiple regression in practice / William D. Berry, Stanley Feldman
Editorial:
Beverly Hills, Calif. : Sage Publications, 1985
Descripción física:
1 online resource (95 pages) : illustrations
Tipo Audiovisual:
Regression analysis - For social sciences
Mención de serie:
Sage university papers series. Quantitative applications in the social sciences ; no. 07-050
Bibliografía:
Includes bibliographical references (pages 92-93)
Contenido:
Series editor's introduction -- Acknowledgment -- 1. The multiple regression model: a review -- 2. Specification error. Consequences of specification error -- An illustration of specification error: satisfaction with life -- Detecting and dealing with specification error -- 3. Measurement error. Consequences of measurement error -- An illustration of measurement error : satisfaction with life -- Detecting measurement error -- Dealing with measurement error -- 4. Multicollinearity. Consequences of multicollinearity -- Detecting high multicollinearity -- An illustration of multicollinearity : satisfaction with life -- Dealing with multicollinearity -- 5. Nonlinearity and nonadditivity. Detecting nonlinearity and nonadditivity -- Dealing with nonlinearity -- Dealing with nonadditivity -- Some warnings about nonlinear and nonadditive specifications -- 6. Heteroscedasticity and autocorrelation. When heteroscedasticity and autocorrelation can be expected -- Consequences of heteroscedasticity and autocorrelation -- Detecting heteroscedasticity -- An illustration of heteroscedasticity : income and housing consumption -- Dealing with heteroscedasticity and autocorrelation -- 7. Additional concerns -- Notes -- References -- About the authors
Lengua:
English
Copyright/Depósito Legal:
754533212 935278610 936304767 961486120 962621728 999584316 1058434554 1066585488 1107352613 1126116834 1228529477 1319415828
ISBN:
0585217009 ( electronic bk.)
9780585217000 ( electronic bk.)
9781412985208 ( ebook)
141298520X ( ebook)
1452208603
9781452208602
0803920547 ( pbk.)
9780803920545 ( pbk.)
Materia:
Autores:
Enlace a formato físico adicional:
Print version: Berry, William Dale. Multiple regression in practice., Beverly Hills, Calif. : Sage Publications, 1985 0803920547 (DLC) 85050543 (OCoLC)12279592
Punto acceso adicional serie-Título:
Quantitative applications in the social sciences ; no. 07-050

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