Current trends in the application of causal inference methods to pooled longitudinal non-randomised data: a protocol for a methodological systematic review

Autor: Lauren Maxwell, Till Bärnighausen, Paul Gustafson, Ellicott C Matthay, Thomas Debray, Valentijn M T de Jong, Edmund Yeboah, Nicole Sibilla Mauer, Heather Hufstedler, Sinclair Carr, Sabahat Rahman, Harlan Campbell, Thomas Jänisch

Publikováno v: BMJ Open, Vol 11, Iss 11 (2021)

Introduction Causal methods have been adopted and adapted across health disciplines, particularly for the analysis of single studies. However, the sample sizes necessary to best inform decision-making are often not attainable with single studies, mak

Externí odkaz: https://doaj.org/article/3fa1a767576740bd91e5004d3d129235

Dealing with missing data using the Heckman selection model: methods primer for epidemiologists

Autor: Johanna Muñoz, Heather Hufstedler, Paul Gustafson, Till Bärnighausen, Valentijn M T De Jong, Thomas P A Debray

Publikováno v: International Journal of Epidemiology. 52:5-13

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b4e2d84c0623852b7fc0a406fe47af9e
https://doi.org/10.1093/ije/dyac237

Adjusting for misclassification of an exposure in an individual participant data meta-analysis

Autor: Valentijn M. T. de Jong, Harlan Campbell, Lauren Maxwell, Thomas Jaenisch, Paul Gustafson, Thomas P. A. Debray

Publikováno v: Research synthesis methodsREFERENCES.

A common problem in the analysis of multiple data sources, including individual participant data meta-analysis (IPD-MA), is the misclassification of binary variables. Misclassification may lead to biased estimators of model parameters, even when the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6e524db69219ec7808b8e81147a305cb
https://pubmed.ncbi.nlm.nih.gov/36200133

Prediction models for diagnosis and prognosis of covid-19:Systematic review and critical appraisal

Autor: Laure Wynants, Ben Van Calster, Gary S Collins, Richard D Riley, Georg Heinze, Ewoud Schuit, Elena Albu, Banafsheh Arshi, Vanesa Bellou, Marc M J Bonten, Darren L Dahly, Johanna A Damen, Thomas P A Debray, Valentijn M T de Jong, Maarten De Vos, Paula Dhiman, Joie Ensor, Shan Gao, Maria C Haller, Michael O Harhay, Liesbet Henckaerts, Pauline Heus, Jeroen Hoogland, Mohammed Hudda, Kevin Jenniskens, Michael Kammer, Nina Kreuzberger, Anna Lohmann, Brooke Levis, Kim Luijken, Jie Ma, Glen P Martin, David J McLernon, Constanza L Andaur Navarro, Johannes B Reitsma, Jamie C Sergeant, Chunhu Shi, Nicole Skoetz, Luc J M Smits, Kym I E Snell, Matthew Sperrin, René Spijker, Ewout W Steyerberg, Toshihiko Takada, Ioanna Tzoulaki, Sander M J van Kuijk, Bas C T van Bussel, Iwan C C van der Horst, Kelly Reeve, Florien S van Royen, Jan Y Verbakel, Christine Wallisch, Jack Wilkinson, Robert Wolff, Lotty Hooft, Karel G M Moons, Maarten van Smeden

Publikováno v: Wynants, L, Van Calster, B, Collins, G S, Riley, R D, Heinze, G, Schuit, E, Bonten, M M J, Damen, J A A, Debray, T P A, De Vos, M, Dhiman, P, Haller, M C, Harhay, M O, Henckaerts, L, Hoogland, J, Kreuzberger, N, Lohmann, A, Luijken, K, Ma, J, Andaur Navarro, C L, Reitsma, J B, Sergeant, J C, Shi, C, Skoetz, N, Smits, L J M, Snell, K I E, Sperrin, M, Spijker, R, Steyerberg, E W, Takada, T, Van Kuijk, S M J, Van Royen, F S, Wallisch, C, Hooft, L, Moons, K G M & Van Smeden, M 2020, ' Prediction models for diagnosis and prognosis of covid-19 : Systematic review and critical appraisal ', The BMJ, vol. 369, m1328 . https://doi.org/10.1136/bmj.m1328
Wilkinson, J & Sergeant, J 2020, ' Prediction models for diagnosis and prognosis of covid-19 : Systematic review and critical appraisal ', BMJ., vol. 369, m1328, pp. m1328 . https://doi.org/10.1136/bmj.m1328
BMJ
The BMJ, 369:m1328
Wynants, L, Van Calster, B, Collins, G S, Heinze, G, Schuit, E, Bonten, M M J, Damen, J A A, Debray, T P A, De Vos, M, Dhiman, P, Haller, M C, Harhay, M O, Henckaerts, L, Kreuzberger, N, Lohman, A, Luijken, K, Ma, J, Martin, G, Andaur, C L, Reitsma, J B, Sergeant, J C, Shi, C, Skoetz, N, Smits, L J M, Snell, K I E, Sperrin, M, Spijker, R, Steyerberg, E W, Takada, T, van Kuijk, S M J, van Royen, F S, Wallisch, C, Wilkinson, J, Hooft, L, Moons, K G M & van Smeden, M 2020, ' Prediction models for diagnosis and prognosis of covid-19 : systematic review and critical appraisal ', BMJ (Clinical Research Edition), vol. 369, m1328, pp. m1328 . https://doi.org/10.1136/bmj.m1328, https://doi.org/10.1136/bmj.m1328
BRITISH MEDICAL JOURNAL, 369. BMJ PUBLISHING GROUP
BMJ (Clinical research ed.), 369:m1328. British Medical Association

Objective To review and appraise the validity and usefulness of published and preprint reports of prediction models for prognosis of patients with covid-19, and for detecting people in the general population at increased risk of covid-19 infection or

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::33b09c07cf5db480d87aa6f0dd737019
https://research.vumc.nl/en/publications/8af41fe5-fdcc-4b9b-b112-4431b542efc4