Several types of residuals in cox regression model : an empirical study
There are several methods for calculating residual in survival analysis, especially in Cox regression model by which each method has specific use, such as goodness-of-fit, to identify possible outliers and influential observations, or in general to check necessary assumptions. In this article, we st...
| Main Authors: | , |
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| Format: | Article |
| Language: | English English |
| Published: |
Hikari Ltd
2013
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| Online Access: | http://psasir.upm.edu.my/id/eprint/30320/ http://psasir.upm.edu.my/id/eprint/30320/1/Several%20types%20of%20residuals%20in%20cox%20regression%20model.pdf |
| _version_ | 1848846643932168192 |
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| author | Fitrianto, Anwar Loo, Rebecca Ting Jiin |
| author_facet | Fitrianto, Anwar Loo, Rebecca Ting Jiin |
| author_sort | Fitrianto, Anwar |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | There are several methods for calculating residual in survival analysis, especially in Cox regression model by which each method has specific use, such as goodness-of-fit, to identify possible outliers and influential observations, or in general to check necessary assumptions. In this article, we study four methods of residuals, namely Schoenfeld, Martingale, deviance, and score residuals and we
applied those methods on cardiovascular data. |
| first_indexed | 2025-11-15T09:05:59Z |
| format | Article |
| id | upm-30320 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T09:05:59Z |
| publishDate | 2013 |
| publisher | Hikari Ltd |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-303202015-09-18T07:27:26Z http://psasir.upm.edu.my/id/eprint/30320/ Several types of residuals in cox regression model : an empirical study Fitrianto, Anwar Loo, Rebecca Ting Jiin There are several methods for calculating residual in survival analysis, especially in Cox regression model by which each method has specific use, such as goodness-of-fit, to identify possible outliers and influential observations, or in general to check necessary assumptions. In this article, we study four methods of residuals, namely Schoenfeld, Martingale, deviance, and score residuals and we applied those methods on cardiovascular data. Hikari Ltd 2013 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/30320/1/Several%20types%20of%20residuals%20in%20cox%20regression%20model.pdf Fitrianto, Anwar and Loo, Rebecca Ting Jiin (2013) Several types of residuals in cox regression model : an empirical study. International Journal of Mathematical Analysis, 7 (53). 2645 - 2654. ISSN 1312-8876; ESSN: 1314-7579 English |
| spellingShingle | Fitrianto, Anwar Loo, Rebecca Ting Jiin Several types of residuals in cox regression model : an empirical study |
| title | Several types of residuals in cox regression model : an empirical study |
| title_full | Several types of residuals in cox regression model : an empirical study |
| title_fullStr | Several types of residuals in cox regression model : an empirical study |
| title_full_unstemmed | Several types of residuals in cox regression model : an empirical study |
| title_short | Several types of residuals in cox regression model : an empirical study |
| title_sort | several types of residuals in cox regression model : an empirical study |
| url | http://psasir.upm.edu.my/id/eprint/30320/ http://psasir.upm.edu.my/id/eprint/30320/1/Several%20types%20of%20residuals%20in%20cox%20regression%20model.pdf |