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- catalog abstract "This book provides practicing statisticians and econometricians with new tools for assessing quality and reliability of regression estimates. Diagnostic techniques are developed that aid in the systematic location of data points that are unusual or inordinately influential, and measure the presence and intensity of collinear relations among the regression data and help to identify variables involved in each and pinpoint estimated coefficients potentially most adversely affected. It emphasizes diagnostics and includes suggestions for remedial action.".
- catalog alternative "Collinearity.".
- catalog contributor b775581.
- catalog contributor b775582.
- catalog contributor b775583.
- catalog contributor b775584.
- catalog contributor b775585.
- catalog created "c1980.".
- catalog date "1980".
- catalog date "c1980.".
- catalog dateCopyrighted "c1980.".
- catalog description "Bibliography: p. 277-284.".
- catalog description "Preface -- Chapter 1. Introduction and overview -- Chapter2. Detecting influential observations and outliers -- Chapter 3. Detecting and assessing collinearity -- Chapter 4. Applications and remedies -- Chapter 5. Research issues and directions for extensions -- Bibliography -- Author index -- Subject index.".
- catalog description "This book provides practicing statisticians and econometricians with new tools for assessing quality and reliability of regression estimates. Diagnostic techniques are developed that aid in the systematic location of data points that are unusual or inordinately influential, and measure the presence and intensity of collinear relations among the regression data and help to identify variables involved in each and pinpoint estimated coefficients potentially most adversely affected. It emphasizes diagnostics and includes suggestions for remedial action.".
- catalog extent "xv, 292 p. :".
- catalog hasFormat "Regression diagnostics.".
- catalog identifier "0471058564".
- catalog isFormatOf "Regression diagnostics.".
- catalog isPartOf "Wiley series in probability and mathematical statistics".
- catalog issued "1980".
- catalog issued "c1980.".
- catalog language "eng".
- catalog publisher "New York : Wiley,".
- catalog relation "Regression diagnostics.".
- catalog subject "QA 278".
- catalog subject "QA278.2 .B44".
- catalog subject "Regression Analysis".
- catalog subject "Regression analysis.".
- catalog subject "Statistics".
- catalog tableOfContents "Preface -- Chapter 1. Introduction and overview -- Chapter2. Detecting influential observations and outliers -- Chapter 3. Detecting and assessing collinearity -- Chapter 4. Applications and remedies -- Chapter 5. Research issues and directions for extensions -- Bibliography -- Author index -- Subject index.".
- catalog title "Collinearity.".
- catalog title "Regression diagnostics : identifying influential data and sources of collinearity / David A. Belsley, Edwin Kuh, Roy E. Welsch.".
- catalog type "text".