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- catalog abstract ""Regression Analysis : A Constructive Critique identifies a wide variety of problems with regression analysis as it is commonly used and then provides a number of ways in which practice could be improved. Regression is most useful for data reduction, leading to relatively simple but rich and precise descriptions of patterns in a data set. The emphasis on description provides readers with an insightful rethinking from the ground up of what regression analysis can do, so that readers can better match regression analysis with useful empirical questions and improved policy-related research."--Jacket.".
- catalog contributor b12896067.
- catalog created "c2004.".
- catalog date "2004".
- catalog date "c2004.".
- catalog dateCopyrighted "c2004.".
- catalog description ""Regression Analysis : A Constructive Critique identifies a wide variety of problems with regression analysis as it is commonly used and then provides a number of ways in which practice could be improved. Regression is most useful for data reduction, leading to relatively simple but rich and precise descriptions of patterns in a data set. The emphasis on description provides readers with an insightful rethinking from the ground up of what regression analysis can do, so that readers can better match regression analysis with useful empirical questions and improved policy-related research."--Jacket.".
- catalog description "Includes bibliographical references (p. 239-250) and index.".
- catalog description "Prologue: Regression Analysis as Problematic -- A Grounded Introduction to Regression Analysis -- Simple Linear Regression -- Statistical Inference for Simple Linear Regression -- Causal Inference for the Simple Linear Model -- The Formalities of Multiple Regression -- Using and Interpreting Multiple Regression -- Some Popular Extensions of Multiple Regression -- Some Regression Diagnostics -- Further Extensions of Regression Analysis -- What to Do.".
- catalog extent "xix, 259 p. :".
- catalog identifier "0761929045 (alk. paper)".
- catalog isPartOf "Advanced quantitative techniques in the social sciences ; 11.".
- catalog isPartOf "Advanced quantitative techniques in the social sciences ; v. 11".
- catalog issued "2004".
- catalog issued "c2004.".
- catalog language "eng".
- catalog publisher "Thousand Oaks, Calif. : Sage Publications,".
- catalog subject "519.5/36 21".
- catalog subject "QA278.2 .B46 2004".
- catalog subject "Regression analysis.".
- catalog tableOfContents "Prologue: Regression Analysis as Problematic -- A Grounded Introduction to Regression Analysis -- Simple Linear Regression -- Statistical Inference for Simple Linear Regression -- Causal Inference for the Simple Linear Model -- The Formalities of Multiple Regression -- Using and Interpreting Multiple Regression -- Some Popular Extensions of Multiple Regression -- Some Regression Diagnostics -- Further Extensions of Regression Analysis -- What to Do.".
- catalog title "Regression analysis : a constructive critique / Richard A. Berk.".
- catalog type "text".