{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T10:14:36Z","timestamp":1777889676623,"version":"3.51.4"},"reference-count":18,"publisher":"SAGE Publications","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["MAS"],"published-print":{"date-parts":[[2018,2,5]]},"DOI":"10.3233\/mas-170419","type":"journal-article","created":{"date-parts":[[2018,2,9]],"date-time":"2018-02-09T11:48:47Z","timestamp":1518176927000},"page":"73-83","source":"Crossref","is-referenced-by-count":0,"title":["Trivariate generalized non linear mixed model with transformations for meta analysis of diagnostic accuracy"],"prefix":"10.1177","volume":"13","author":[{"given":"Savita","family":"Jain","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kanchan","family":"Jain","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Suresh K.","family":"Sharma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","reference":[{"key":"10.3233\/MAS-170419_ref1","doi-asserted-by":"crossref","unstructured":"Burnham, K. P., & Anderson, D. R. (1998). Model selection and inference: A practical information-theoretic approach.","DOI":"10.1007\/978-1-4757-2917-7"},{"issue":"18","key":"10.3233\/MAS-170419_ref2","doi-asserted-by":"crossref","first-page":"2384","DOI":"10.1002\/sim.3627","article-title":"Meta-analysis of diagnostic accuracy studies accounting for disease prevalence: Alternative parameterizations and model selection","volume":"28","author":"Chu","year":"2009","journal-title":"Statistics in Medicine"},{"issue":"1","key":"10.3233\/MAS-170419_ref3","doi-asserted-by":"crossref","first-page":"201","DOI":"10.1093\/biostatistics\/kxn040","article-title":"Letter to the editor","volume":"10","author":"Chu","year":"2009","journal-title":"Biostatistics"},{"key":"10.3233\/MAS-170419_ref4","unstructured":"Egger, M., Davey-Smith, G., & Altman, D. (2008). Systematic reviews in health care: Meta-analysis in context. John Wiley & Sons."},{"issue":"7","key":"10.3233\/MAS-170419_ref5","doi-asserted-by":"crossref","first-page":"914","DOI":"10.1001\/jama.285.7.914","article-title":"Accuracy of positron emission tomography for diagnosis of pulmonary nodules and mass lesions: A meta-analysis","volume":"285","author":"Gould","year":"2001","journal-title":"JAMA"},{"issue":"17","key":"10.3233\/MAS-170419_ref6","doi-asserted-by":"crossref","first-page":"3258","DOI":"10.1002\/sim.2812","article-title":"Prevalence-dependent diagnostic accuracy measures","volume":"26","author":"Li","year":"2007","journal-title":"Statistics in Medicine"},{"issue":"9","key":"10.3233\/MAS-170419_ref7","doi-asserted-by":"crossref","first-page":"925","DOI":"10.1016\/j.jclinepi.2003.12.019","article-title":"Empirical bayes estimates generated in a hierarchical summary roc analysis agreed closely with those of a full bayesian analysis","volume":"57","author":"Macaskill","year":"2004","journal-title":"Journal of Clinical Epidemiology"},{"issue":"7565","key":"10.3233\/MAS-170419_ref8","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1136\/bmj.38895.467130.55","article-title":"Systematic reviews of diagnostic tests in cancer: Review of methods and reporting","volume":"333","author":"Mallett","year":"2006","journal-title":"BMJ"},{"key":"10.3233\/MAS-170419_ref9","doi-asserted-by":"crossref","unstructured":"Pepe, M. S. (2003). The statistical evaluation of medical tests for classification and prediction. Oxford University Press, USA.","DOI":"10.1093\/oso\/9780198509844.001.0001"},{"issue":"1","key":"10.3233\/MAS-170419_ref10","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1080\/10618600.1995.10474663","article-title":"Approximations to the log-likelihood function in the nonlinear mixed-effects mode","volume":"4","author":"Pinheiro","year":"1995","journal-title":"Journal of Computational and Graphical Statistics"},{"issue":"10","key":"10.3233\/MAS-170419_ref11","doi-asserted-by":"crossref","first-page":"982","DOI":"10.1016\/j.jclinepi.2005.02.022","article-title":"Bivariate analysis of sensitivity and specificity produces informative summary measures in diagnostic reviews","volume":"58","author":"Reitsma","year":"2005","journal-title":"Journal of Clinical Epidemiology"},{"issue":"1","key":"10.3233\/MAS-170419_ref12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/1471-2288-7-3","article-title":"Bivariate random-effects meta-analysis and the estimation of between-study correlation","volume":"7","author":"Riley","year":"2007","journal-title":"BMC Medical Research Methodology"},{"issue":"1","key":"10.3233\/MAS-170419_ref13","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1093\/biostatistics\/kxm023","article-title":"An alternative model for bivariate random-effects meta-analysis when the within-study correlations are unknown","volume":"9","author":"Riley","year":"2008","journal-title":"Biostatistics"},{"issue":"19","key":"10.3233\/MAS-170419_ref14","doi-asserted-by":"crossref","first-page":"2865","DOI":"10.1002\/sim.942","article-title":"A hierarchical regression approach to meta-analysis of diagnostic test accuracy evaluations","volume":"20","author":"Rutter","year":"2001","journal-title":"Statistics in Medicine"},{"issue":"1","key":"10.3233\/MAS-170419_ref15","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1093\/ije\/31.1.88","article-title":"Asymmetric funnel plots and publication bias in meta-analyses of diagnostic accuracy","volume":"31","author":"Song","year":"2002","journal-title":"International Journal of Epidemiology"},{"issue":"4","key":"10.3233\/MAS-170419_ref16","doi-asserted-by":"crossref","first-page":"589","DOI":"10.1002\/sim.1040","article-title":"Advanced methods in meta-analysis: Multivariate approach and meta-regression","volume":"21","author":"Houwelingen","year":"2002","journal-title":"Statistics in Medicine"},{"key":"10.3233\/MAS-170419_ref17","unstructured":"Zhou, X. H., McClish, D. K., & Obuchowski, N. A. (2009). Statistical Methods in Diagnostic Medicine, volume 569. John Wiley & Sons."},{"issue":"5","key":"10.3233\/MAS-170419_ref18","doi-asserted-by":"crossref","first-page":"687","DOI":"10.1002\/sim.2992","article-title":"We should not pool diagnostic likelihood ratios in systematic reviews","volume":"27","author":"Zwinderman","year":"2008","journal-title":"Statistics in Medicine"}],"container-title":["Model Assisted Statistics and Applications"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/MAS-170419","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T05:16:17Z","timestamp":1777612577000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/MAS-170419"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,2,5]]},"references-count":18,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.3233\/mas-170419","relation":{},"ISSN":["1574-1699","1875-9068"],"issn-type":[{"value":"1574-1699","type":"print"},{"value":"1875-9068","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,2,5]]}}}