Probability of Dying in Each of the Competing Risks under Bimorbid Condition
The motivation of this study is to explore the respective probability of dying in either of the risks while a person has dual or more competing risks. The problem requires evolution of a model describing the probability of dying in either of risks while a person is exposed to competing risk of two o...
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| Format: | Article |
| Language: | English |
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Wiley
2017-01-01
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| Series: | Journal of Probability and Statistics |
| Online Access: | http://dx.doi.org/10.1155/2017/6318185 |
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| _version_ | 1832566688996917248 |
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| author | Kalpana Singh Suddhendu Biswas |
| author_facet | Kalpana Singh Suddhendu Biswas |
| author_sort | Kalpana Singh |
| collection | DOAJ |
| description | The motivation of this study is to explore the respective probability of dying in either of the risks while a person has dual or more competing risks. The problem requires evolution of a model describing the probability of dying in either of risks while a person is exposed to competing risk of two or more diseases. This is obtained by choice of a model which is bivariate negative binomial distribution for obtaining the number of deaths (assuming the deaths occur in the last trial). A Bayesian method has also been used for estimating probability of dying in heart disease and chronic kidney disease in the presence of diabetes, hypertension, and stroke or heart disease with chronic kidney disease. For the analysis of the same we have used CARRS (cardiometabolic risk reduction in south Asia) surveillance data, a multistage cluster random sampling technique. |
| format | Article |
| id | doaj-art-8bfb2600d5594b42aae2740c034797d9 |
| institution | Kabale University |
| issn | 1687-952X 1687-9538 |
| language | English |
| publishDate | 2017-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Probability and Statistics |
| spelling | doaj-art-8bfb2600d5594b42aae2740c034797d92025-02-03T01:03:32ZengWileyJournal of Probability and Statistics1687-952X1687-95382017-01-01201710.1155/2017/63181856318185Probability of Dying in Each of the Competing Risks under Bimorbid ConditionKalpana Singh0Suddhendu Biswas1Department of Statistics, Amity Institute of Applied Science (AIAS), Amity University, Noida 201301, IndiaDepartment of Statistics, Amity Institute of Applied Science (AIAS), Amity University, Noida 201301, IndiaThe motivation of this study is to explore the respective probability of dying in either of the risks while a person has dual or more competing risks. The problem requires evolution of a model describing the probability of dying in either of risks while a person is exposed to competing risk of two or more diseases. This is obtained by choice of a model which is bivariate negative binomial distribution for obtaining the number of deaths (assuming the deaths occur in the last trial). A Bayesian method has also been used for estimating probability of dying in heart disease and chronic kidney disease in the presence of diabetes, hypertension, and stroke or heart disease with chronic kidney disease. For the analysis of the same we have used CARRS (cardiometabolic risk reduction in south Asia) surveillance data, a multistage cluster random sampling technique.http://dx.doi.org/10.1155/2017/6318185 |
| spellingShingle | Kalpana Singh Suddhendu Biswas Probability of Dying in Each of the Competing Risks under Bimorbid Condition Journal of Probability and Statistics |
| title | Probability of Dying in Each of the Competing Risks under Bimorbid Condition |
| title_full | Probability of Dying in Each of the Competing Risks under Bimorbid Condition |
| title_fullStr | Probability of Dying in Each of the Competing Risks under Bimorbid Condition |
| title_full_unstemmed | Probability of Dying in Each of the Competing Risks under Bimorbid Condition |
| title_short | Probability of Dying in Each of the Competing Risks under Bimorbid Condition |
| title_sort | probability of dying in each of the competing risks under bimorbid condition |
| url | http://dx.doi.org/10.1155/2017/6318185 |
| work_keys_str_mv | AT kalpanasingh probabilityofdyingineachofthecompetingrisksunderbimorbidcondition AT suddhendubiswas probabilityofdyingineachofthecompetingrisksunderbimorbidcondition |