Khan, Shahjahan 
ORCID: https://orcid.org/0000-0002-0446-086X and Hasan, Md Masud
(2008)
Improved meta analysis using predicted relative risk.
In: 2008 International Conference on Recent Development in Statistical Sciences, 26-27 Dec 2008, Dhaka, Bangladesh.
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Abstract
[Abstract]: This paper proposes a new method of improved meta analysis to combine relative risk for both homogeneous and heterogeneous set of studies. The standard meta analyses don't give any conclusive result when the effects of heterogenous studies are combined. The
proposed improved meta analysis uses the predicted relative risk, and chi-square test to check the heterogeneity of the effects. Confidence intervals for the relative risks obtained via improved method concentrate more towards the value of the pooled estimate
than that of the standard meta analysis. Exclusion of identified studies with outliers from the analysis brings the results of the remaining studies closer to the pooled estimate. An illustration shows that the new method improves the results and provide conclusive estimate of the relative risk.
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| Item Type: | Conference or Workshop Item (Commonwealth Reporting Category E) (Paper) |
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| Refereed: | Yes |
| Item Status: | Live Archive |
| Additional Information: | No evidence of copyright restrictions on web site. |
| Faculty/School / Institute/Centre: | Historic - Faculty of Sciences - Department of Maths and Computing (Up to 30 Jun 2013) |
| Faculty/School / Institute/Centre: | Historic - Faculty of Sciences - Department of Maths and Computing (Up to 30 Jun 2013) |
| Date Deposited: | 04 Feb 2009 06:14 |
| Last Modified: | 02 May 2017 01:37 |
| Uncontrolled Keywords: | relative risk, predicted relative risk, odds ratio, chi-square test, standard meta analysis |
| Fields of Research (2008): | 01 Mathematical Sciences > 0104 Statistics > 010401 Applied Statistics 11 Medical and Health Sciences > 1117 Public Health and Health Services > 111706 Epidemiology |
| Fields of Research (2020): | 49 MATHEMATICAL SCIENCES > 4905 Statistics > 490501 Applied statistics 42 HEALTH SCIENCES > 4202 Epidemiology > 420299 Epidemiology not elsewhere classified |
| URI: | http://eprints.usq.edu.au/id/eprint/4831 |
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