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...
Gespeichert in:
| Hauptverfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Wiley
1980
|
| Schriftenreihe: | Wiley series in probability and mathematical statistics
|
| Schlagworte: | |
| Online-Zugang: | Publisher description Table of Contents |
| Zusammenfassung: | 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. |
| Beschreibung: | XV, 292 S. graph. Darst, |
| ISBN: | 0471058564 |
Internformat
MARC
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| 490 | 0 | |a Wiley series in probability and mathematical statistics | |
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| 650 | 7 | |a Statistiek |2 gtt | |
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Datensatz im Suchindex
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| author | Belsley, David A. Kuh, Edwin Welsch, Roy E. 1943- |
| author_GND | (DE-588)170108457 (DE-588)170107493 (DE-588)170875393 |
| author_facet | Belsley, David A. Kuh, Edwin Welsch, Roy E. 1943- |
| author_role | aut aut aut |
| author_sort | Belsley, David A. |
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| building | Verbundindex |
| bvnumber | BV002298665 |
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| callnumber-subject | QA - Mathematics |
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| ctrlnum | (OCoLC)5333704 (DE-599)BVBBV002298665 |
| dewey-full | 519.5/36 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/36 |
| dewey-search | 519.5/36 |
| dewey-sort | 3519.5 236 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| format | Book |
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| id | DE-604.BV002298665 |
| illustrated | Illustrated |
| indexdate | 2024-07-09T15:43:37Z |
| institution | BVB |
| isbn | 0471058564 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-001510815 |
| oclc_num | 5333704 |
| open_access_boolean | |
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| physical | XV, 292 S. graph. Darst, |
| psigel | TUB-nveb |
| publishDate | 1980 |
| publishDateSearch | 1980 |
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| series2 | Wiley series in probability and mathematical statistics |
| spelling | Belsley, David A. Verfasser (DE-588)170108457 aut Regression diagnostics identifying influential data and sources of collinearity David A. Belsley ; Edwin Kuh ; Roy E. Welsch 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. Regression Analysis cabt 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 (DE-588)170107493 aut Welsch, Roy E. 1943- Verfasser (DE-588)170875393 aut http://www.loc.gov/catdir/description/wiley033/79019876.html Publisher description http://www.loc.gov/catdir/toc/onix04/79019876.html Table of Contents |
| spellingShingle | Belsley, David A. Kuh, Edwin Welsch, Roy E. 1943- Regression diagnostics identifying influential data and sources of collinearity Regression Analysis cabt 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 | Regression Analysis cabt Analyse de régression Collineariteit gtt Regressieanalyse gtt Statistiek gtt Statistik Regression analysis Regressionsanalyse (DE-588)4129903-6 gnd |
| topic_facet | Regression Analysis Analyse de régression Collineariteit Regressieanalyse Statistiek Statistik Regression analysis Regressionsanalyse |
| url | http://www.loc.gov/catdir/description/wiley033/79019876.html http://www.loc.gov/catdir/toc/onix04/79019876.html |
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