Sensitivity analysis in linear regression:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
New York [u.a.]
Wiley
1988
|
| Series: | Wiley series in probability and mathematical statistics, Applied probability and statistics
|
| Subjects: | |
| Online Access: | FRO01 UBG01 UEI01 Volltext |
| Item Description: | Includes bibliographical references (pages 301-307) and index Treats linear regression diagnostics as a tool for application of linear regression models to real-life data. Presentation makes extensive use of examples to illustrate theory. Assesses the effect of measurement errors on the estimated coefficients, which is not accounted for in a standard least squares estimate but is important where regression coefficients are used to apportion effects due to different variables. Also assesses qualitatively and numerically the robustness of the regression fit |
| Physical Description: | 1 Online-Ressource (xiv, 315 Seiten) Illustrationen |
| ISBN: | 0470316764 0470317426 9780470316764 9780470317426 |
Staff View
MARC
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| indexdate | 2024-07-10T07:24:36Z |
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| isbn | 0470316764 0470317426 9780470316764 9780470317426 |
| language | English |
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| spelling | Chatterjee, Samprit 1938- Verfasser (DE-588)172018978 aut Sensitivity analysis in linear regression Samprit Chatterjee ; Ali S. Hadi New York [u.a.] Wiley 1988 1 Online-Ressource (xiv, 315 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier Wiley series in probability and mathematical statistics, Applied probability and statistics Includes bibliographical references (pages 301-307) and index Treats linear regression diagnostics as a tool for application of linear regression models to real-life data. Presentation makes extensive use of examples to illustrate theory. Assesses the effect of measurement errors on the estimated coefficients, which is not accounted for in a standard least squares estimate but is important where regression coefficients are used to apportion effects due to different variables. Also assesses qualitatively and numerically the robustness of the regression fit Linear regression analysis Linear Models Analyse de régression Perturbation (Mathématiques) Optimisation mathématique MATHEMATICS / Probability & Statistics / Regression Analysis bisacsh Mathematical optimization fast Perturbation (Mathematics) fast Regression analysis fast Regressieanalyse gtt Lineaire modellen gtt Optimaliseren gtt Sensitivitätsanalyse - Lineare Regression Regression analysis Perturbation (Mathematics) Mathematical optimization Sensitivitätsanalyse (DE-588)4129730-1 gnd rswk-swf Lineare Regression (DE-588)4167709-2 gnd rswk-swf Lineare Regression (DE-588)4167709-2 s Sensitivitätsanalyse (DE-588)4129730-1 s DE-604 Hadi, Ali S. Verfasser (DE-588)1145599273 aut Erscheint auch als Druckausgabe 0-471-82216-7 Erscheint auch als Druckausgabe 978-0-471-82216-5 https://onlinelibrary.wiley.com/doi/book/10.1002/9780470316764 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Chatterjee, Samprit 1938- Hadi, Ali S. Sensitivity analysis in linear regression Linear regression analysis Linear Models Analyse de régression Perturbation (Mathématiques) Optimisation mathématique MATHEMATICS / Probability & Statistics / Regression Analysis bisacsh Mathematical optimization fast Perturbation (Mathematics) fast Regression analysis fast Regressieanalyse gtt Lineaire modellen gtt Optimaliseren gtt Sensitivitätsanalyse - Lineare Regression Regression analysis Perturbation (Mathematics) Mathematical optimization Sensitivitätsanalyse (DE-588)4129730-1 gnd Lineare Regression (DE-588)4167709-2 gnd |
| subject_GND | (DE-588)4129730-1 (DE-588)4167709-2 |
| title | Sensitivity analysis in linear regression |
| title_auth | Sensitivity analysis in linear regression |
| title_exact_search | Sensitivity analysis in linear regression |
| title_full | Sensitivity analysis in linear regression Samprit Chatterjee ; Ali S. Hadi |
| title_fullStr | Sensitivity analysis in linear regression Samprit Chatterjee ; Ali S. Hadi |
| title_full_unstemmed | Sensitivity analysis in linear regression Samprit Chatterjee ; Ali S. Hadi |
| title_short | Sensitivity analysis in linear regression |
| title_sort | sensitivity analysis in linear regression |
| topic | Linear regression analysis Linear Models Analyse de régression Perturbation (Mathématiques) Optimisation mathématique MATHEMATICS / Probability & Statistics / Regression Analysis bisacsh Mathematical optimization fast Perturbation (Mathematics) fast Regression analysis fast Regressieanalyse gtt Lineaire modellen gtt Optimaliseren gtt Sensitivitätsanalyse - Lineare Regression Regression analysis Perturbation (Mathematics) Mathematical optimization Sensitivitätsanalyse (DE-588)4129730-1 gnd Lineare Regression (DE-588)4167709-2 gnd |
| topic_facet | Linear regression analysis Linear Models Analyse de régression Perturbation (Mathématiques) Optimisation mathématique MATHEMATICS / Probability & Statistics / Regression Analysis Mathematical optimization Perturbation (Mathematics) Regression analysis Regressieanalyse Lineaire modellen Optimaliseren Sensitivitätsanalyse - Lineare Regression Sensitivitätsanalyse Lineare Regression |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9780470316764 |
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