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Multiple Regression in Practice de William D. Berry

Multiple Regression in Practice: Quantitative Applications in the Social Sciences, cartea 50

Autor William D. Berry, Stanley Feldman
en Limba Engleză Paperback – 29 aug 1985
Berry and Feldman provide a systematic treatment of many of the major problems encountered in using regression analysis. The authors discuss: the consequences of violating the assumptions of the regression model; procedures for detecting when such violations occur; and strategies for dealing with these problems when they arise. The monograph was written without the use of matrix algebra, and numerous examples are provided from political science, sociology, and economics.
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Specificații

ISBN-13: 9780803920545
ISBN-10: 0803920547
Pagini: 96
Dimensiuni: 140 x 216 x 6 mm
Greutate: 0.12 kg
Ediția:Expanded.
Editura: SAGE Publications
Colecția Sage Publications, Inc
Seria Quantitative Applications in the Social Sciences

Locul publicării:Thousand Oaks, United States

Cuprins

The Multiple Regression Model
A Review
Specification Error
Measurement Error
Multicollinearity
Nonlinearity and Nonadditivity
Heteroscedasticity and Autocorrelation
Additional Concerns

Notă biografică

Descriere

Berry and Feldman provide a systematic treatment of many of the major problems encountered in using regression analysis. The authors discuss: the consequences of violating the assumptions of the regression model; procedures for detecting when such violations occur; and strategies for dealing with these problems when they arise. The monograph was written without the use of matrix algebra, and numerous examples are provided from political science, sociology, and economics.