Statistical Diagnostic for Partially Linear Varying Coefficient Model with Random Right Censorship Based on Empirical Likelihood Method
In this paper, the empirical likelihood method to study the statistical diagnostic for partially linear varying coefficient model with random right censorship. First the primary model is transformed to patially linear varying coefficient model; then the parameter estimation equation based on the exp...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Etamaths Publishing
2013-08-01
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| Series: | International Journal of Analysis and Applications |
| Online Access: | http://www.etamaths.com/index.php/ijaa/article/view/103 |
| _version_ | 1828375433722200064 |
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| author | Wang Shuling Liao Daqing Liu Man |
| author_facet | Wang Shuling Liao Daqing Liu Man |
| author_sort | Wang Shuling |
| collection | DOAJ |
| description | In this paper, the empirical likelihood method to study the statistical diagnostic for partially linear varying coefficient model with random right censorship. First the primary model is transformed to patially linear varying coefficient model; then the parameter estimation equation based on the experience of application of likelihood methods to estimate. Experience based on the deletion model proposed experience like natural Cook distance, likelihood distance, then find outliers and strong influence point; At last, an example is given to illustrate our results. |
| first_indexed | 2024-04-14T07:46:35Z |
| format | Article |
| id | doaj.art-d8a902b6b6f742ac8b440c5b870e27b5 |
| institution | Directory Open Access Journal |
| issn | 2291-8639 |
| language | English |
| last_indexed | 2024-04-14T07:46:35Z |
| publishDate | 2013-08-01 |
| publisher | Etamaths Publishing |
| record_format | Article |
| series | International Journal of Analysis and Applications |
| spelling | doaj.art-d8a902b6b6f742ac8b440c5b870e27b52022-12-22T02:05:19ZengEtamaths PublishingInternational Journal of Analysis and Applications2291-86392013-08-0131253431Statistical Diagnostic for Partially Linear Varying Coefficient Model with Random Right Censorship Based on Empirical Likelihood MethodWang ShulingLiao DaqingLiu ManIn this paper, the empirical likelihood method to study the statistical diagnostic for partially linear varying coefficient model with random right censorship. First the primary model is transformed to patially linear varying coefficient model; then the parameter estimation equation based on the experience of application of likelihood methods to estimate. Experience based on the deletion model proposed experience like natural Cook distance, likelihood distance, then find outliers and strong influence point; At last, an example is given to illustrate our results.http://www.etamaths.com/index.php/ijaa/article/view/103 |
| spellingShingle | Wang Shuling Liao Daqing Liu Man Statistical Diagnostic for Partially Linear Varying Coefficient Model with Random Right Censorship Based on Empirical Likelihood Method International Journal of Analysis and Applications |
| title | Statistical Diagnostic for Partially Linear Varying Coefficient Model with Random Right Censorship Based on Empirical Likelihood Method |
| title_full | Statistical Diagnostic for Partially Linear Varying Coefficient Model with Random Right Censorship Based on Empirical Likelihood Method |
| title_fullStr | Statistical Diagnostic for Partially Linear Varying Coefficient Model with Random Right Censorship Based on Empirical Likelihood Method |
| title_full_unstemmed | Statistical Diagnostic for Partially Linear Varying Coefficient Model with Random Right Censorship Based on Empirical Likelihood Method |
| title_short | Statistical Diagnostic for Partially Linear Varying Coefficient Model with Random Right Censorship Based on Empirical Likelihood Method |
| title_sort | statistical diagnostic for partially linear varying coefficient model with random right censorship based on empirical likelihood method |
| url | http://www.etamaths.com/index.php/ijaa/article/view/103 |
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