Regression diagnostics: identifying influential data and sources of collinearity
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...
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| Main Authors: | , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
New York [u.a.]
Wiley
1980
|
| Edition: | [Nachdr.] |
| Series: | Wiley series in probability and mathematical statistics
|
| Subjects: | |
| Summary: | 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. |
| Physical Description: | XV, 292 S. graph. Darst. |
| ISBN: | 0471058564 |
Staff View
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| dewey-search | 519.5/36 |
| dewey-sort | 3519.5 236 |
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| discipline | Mathematik Wirtschaftswissenschaften |
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| id | DE-604.BV013049999 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T18:38:17Z |
| institution | BVB |
| isbn | 0471058564 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008891921 |
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| owner_facet | DE-20 |
| physical | XV, 292 S. graph. Darst. |
| publishDate | 1980 |
| publishDateSearch | 1980 |
| publishDateSort | 1980 |
| publisher | Wiley |
| record_format | marc |
| series2 | Wiley series in probability and mathematical statistics |
| spelling | Belsley, David A. Verfasser aut Regression diagnostics identifying influential data and sources of collinearity David A. Belsley ; Edwin Kuh ; Roy E. Welsch [Nachdr.] New York [u.a.] Wiley 1980 XV, 292 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Wiley series in probability and mathematical statistics 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. Analyse de régression Collineariteit gtt Regressieanalyse gtt Statistiek gtt Statistik Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 s DE-604 Kuh, Edwin Verfasser aut Welsch, Roy E. Verfasser aut |
| spellingShingle | Belsley, David A. Kuh, Edwin Welsch, Roy E. Regression diagnostics identifying influential data and sources of collinearity Analyse de régression Collineariteit gtt Regressieanalyse gtt Statistiek gtt Statistik Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd |
| subject_GND | (DE-588)4129903-6 |
| title | Regression diagnostics identifying influential data and sources of collinearity |
| title_auth | Regression diagnostics identifying influential data and sources of collinearity |
| title_exact_search | Regression diagnostics identifying influential data and sources of collinearity |
| title_full | Regression diagnostics identifying influential data and sources of collinearity David A. Belsley ; Edwin Kuh ; Roy E. Welsch |
| title_fullStr | Regression diagnostics identifying influential data and sources of collinearity David A. Belsley ; Edwin Kuh ; Roy E. Welsch |
| title_full_unstemmed | Regression diagnostics identifying influential data and sources of collinearity David A. Belsley ; Edwin Kuh ; Roy E. Welsch |
| title_short | Regression diagnostics |
| title_sort | regression diagnostics identifying influential data and sources of collinearity |
| title_sub | identifying influential data and sources of collinearity |
| topic | Analyse de régression Collineariteit gtt Regressieanalyse gtt Statistiek gtt Statistik Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd |
| topic_facet | Analyse de régression Collineariteit Regressieanalyse Statistiek Statistik Regression analysis Regressionsanalyse |
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