TY  - BOOK
AU  - Berry,William Dale
AU  - Feldman,Stanley
TI  - Multiple regression in practice
SN  - 0803920547 :
AV  - QA278.2 .B47 1985
PY  - 1985///
CY  - Beverly Hills
PB  - Sage Publications
KW  - Regression analysis
KW  - Social sciences
KW  - Statistical methods
N1  - Bibliography: p. 92-93; The Multiple Regression Model: A Review -- Specification Error -- Consequences of Specification Error -- An Illustration of Specification Error: Satisfaction with Life -- Detecting and Dealing with Specification Error -- Measurement Error -- Consequences of Measurement Error -- An Illustration of Measurement Error: Satisfaction with Life -- Detecting Measurement Error -- Dealing with Measurement Error -- Multicollinearity -- Consequences of Multicollinearity -- Detecting High Multicollinearity -- An Illustration of Multicollinearity: Satisfaction with Life -- Dealing with Multicollinearity -- Nonlinearity and Nonadditivity -- Detecting Nonlinearity and Nonadditivity -- Dealing with Nonlinearity -- Dealing with Nonadditivity -- Some Warnings about Nonlinear and Nonadditive Specifications -- 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
N2  - 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
ER  -