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9780803920545 Academic Inspection Copy

Multiple Regression in Practice

  • ISBN-13: 9780803920545
  • Publisher: SAGE PUBLICATIONS INC
    Imprint: SAGE PUBLICATIONS INC
  • By William D. Berry, By Stanley Feldman
  • Price: AUD $103.00
  • Stock: 0 in stock
  • Availability: This book is temporarily out of stock, order will be despatched as soon as fresh stock is received.
  • Local release date: 01/05/1985
  • Format: Paperback (215.00mm X 139.00mm) 96 pages Weight: 140g
  • Categories: Applied mathematics [PBW]
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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.
Ph.D., University of Minnesota, 1980. Major research and teaching interests include public policy, budgeting, state politics and research methodology. Berry's primary areas of interest are public policy, American state politics, and research methodology. Throughout his career, his work has focused on explaining why governments make the policy choices they do, and improving the methodologies available for studying policy making. Among his current research projects are analyses of the impact of electoral competition on the policy choices made by state legislators, and the effect of state welfare policy on poverty in the United States. Berry's current research on methodology focuses on the development of techniques for estimating econometric models with binary dependent variables, and methods for studying policy diffusion using geographical information systems. Berry has also been working for several years collecting data on outcomes of all state legislative elections in the U.S. since the 1960s; he has begun to use these data to study the behavior of challengers in state legislative elections, and the role of partisan and incumbent protection goals in determining the nature of redistricting in state legislatures. Areas of Interest: Political Behavior: political psychology and socialization; political ideology and values; prejudice and intolerance; public opinion; political participation; political sociology. Methodology: statistics; econometrics; measurement theory and scaling; analysis of covariance structures; multivariate methods; survey research methods; logic of inquiry and research design.
The Multiple Regression Model A Review Specification Error Measurement Error Multicollinearity Nonlinearity and Nonadditivity Heteroscedasticity and Autocorrelation Additional Concerns
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