Double bootstrap confidence interval estimates with censored and truncated data
Traditional inferential procedures often fail with censored and truncated data, especially when sample sizes are small. In this paper we evaluate the performances of the double and single bootstrap interval estimates by comparing the double percentile (DB-p), double percentile-t (DB-t), single perce...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
JMASM, Inc.
2014
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| Online Access: | http://psasir.upm.edu.my/id/eprint/51967/ http://psasir.upm.edu.my/id/eprint/51967/1/Double%20bootstrap%20confidence%20interval%20estimates%20with%20censored%20and%20truncated%20data.pdf |
| _version_ | 1848851977438494720 |
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| author | Arasan, Jayanthi Adam, Mohd Bakri |
| author_facet | Arasan, Jayanthi Adam, Mohd Bakri |
| author_sort | Arasan, Jayanthi |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Traditional inferential procedures often fail with censored and truncated data, especially when sample sizes are small. In this paper we evaluate the performances of the double and single bootstrap interval estimates by comparing the double percentile (DB-p), double percentile-t (DB-t), single percentile (B-p), and percentile-t (B-t) bootstrap interval estimation methods via a coverage probability study when the data is censored using the log logistic model. We then apply the double bootstrap intervals to real right censored lifetime data on 32 women with breast cancer and failure data on 98 brake pads where all the observations were left truncated. |
| first_indexed | 2025-11-15T10:30:45Z |
| format | Article |
| id | upm-51967 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:30:45Z |
| publishDate | 2014 |
| publisher | JMASM, Inc. |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-519672017-05-04T04:43:41Z http://psasir.upm.edu.my/id/eprint/51967/ Double bootstrap confidence interval estimates with censored and truncated data Arasan, Jayanthi Adam, Mohd Bakri Traditional inferential procedures often fail with censored and truncated data, especially when sample sizes are small. In this paper we evaluate the performances of the double and single bootstrap interval estimates by comparing the double percentile (DB-p), double percentile-t (DB-t), single percentile (B-p), and percentile-t (B-t) bootstrap interval estimation methods via a coverage probability study when the data is censored using the log logistic model. We then apply the double bootstrap intervals to real right censored lifetime data on 32 women with breast cancer and failure data on 98 brake pads where all the observations were left truncated. JMASM, Inc. 2014 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/51967/1/Double%20bootstrap%20confidence%20interval%20estimates%20with%20censored%20and%20truncated%20data.pdf Arasan, Jayanthi and Adam, Mohd Bakri (2014) Double bootstrap confidence interval estimates with censored and truncated data. Journal of Modern Applied Statistical Methods, 13 (2). pp. 399-419. ISSN 1538-9472 http://digitalcommons.wayne.edu/jmasm/vol13/iss2/22/ |
| spellingShingle | Arasan, Jayanthi Adam, Mohd Bakri Double bootstrap confidence interval estimates with censored and truncated data |
| title | Double bootstrap confidence interval estimates with censored and truncated data |
| title_full | Double bootstrap confidence interval estimates with censored and truncated data |
| title_fullStr | Double bootstrap confidence interval estimates with censored and truncated data |
| title_full_unstemmed | Double bootstrap confidence interval estimates with censored and truncated data |
| title_short | Double bootstrap confidence interval estimates with censored and truncated data |
| title_sort | double bootstrap confidence interval estimates with censored and truncated data |
| url | http://psasir.upm.edu.my/id/eprint/51967/ http://psasir.upm.edu.my/id/eprint/51967/ http://psasir.upm.edu.my/id/eprint/51967/1/Double%20bootstrap%20confidence%20interval%20estimates%20with%20censored%20and%20truncated%20data.pdf |