Introduction to statistical simulations in health research

Autor: Matthias Briel, Ewout Steyerberg, Pamela Shaw, Tim P Morris, Harald Binder, Michal Abrahamowicz, Anne-Laure Boulesteix, Rolf HH Groenwold, Roman Hornung, Jörg Rahnenführer, Willi Sauerbrei, Victor Kipnis, Jessica Myers Franklin, Ingeborg Waernbaum

Publikováno v: BMJ Open, Vol 10, Iss 12 (2020)

In health research, statistical methods are frequently used to address a wide variety of research questions. For almost every analytical challenge, different methods are available. But how do we choose between different methods and how do we judge wh

Externí odkaz: https://doaj.org/article/0823f07cd2da43cb8798e46081c33a66

Causal inference in survival analysis under deterministic missingness of confounders in register data

Autor: Iuliana Ciocănea‐Teodorescu, Els Goetghebeur, Ingeborg Waernbaum, Staffan Schön, Erin E. Gabriel

Publikováno v: Ciocanea-Teodorescu, I, Goetghebeur, E, Waernbaum, I, Schon, S & Gabriel, E E 2023, ' Causal inference in survival analysis under deterministic missingness of confounders in register data ', Statistics in Medicine, vol. 42, no. 12, pp. 1946-1964 . https://doi.org/10.1002/sim.9706

Long-term register data offer unique opportunities to explore causal effects of treatments on time-to-event outcomes, in well-characterized populations with minimum loss of follow-up. However, the structure of the data may pose methodological challen

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::30092c948c0343634e93f1bbd6e56073
https://curis.ku.dk/ws/files/346957335/Fulltext.pdf

Quality of Conduct and Reporting of Propensity Score Methods in Studies Investigating the Effectiveness of Antimicrobial Therapy

Autor: Anna M Eikenboom, Saskia Le Cessie, Ingeborg Waernbaum, Rolf H H Groenwold, Mark G J de Boer

Publikováno v: Open Forum Infectious Diseases, 9(4). OXFORD UNIV PRESS INC

Background Propensity score methods are becoming increasingly popular in infectious disease medicine to correct for confounding in observational studies. However, applying and reporting propensity score techniques correctly requires substantial knowl

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0211a1ac8e9e62851fe063aad774358d
https://pubmed.ncbi.nlm.nih.gov/35355895

Trial emulation and survival analysis for disease incidence registers: a case study on the causal effect of pre-emptive kidney transplantation

Autor: Camila Olarte Parra, Ingeborg Waernbaum, Staffan Schön, Els Goetghebeur

Publikováno v: STATISTICS IN MEDICINE

When drawing causal inference from observed data, failure time outcomes present additional challenges of censoring often combined with other missing data patterns. In this article, we follow incident cases of end-stage renal disease to examine the ef

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::37cbd31b66ac4e2e5c9a1bd989dad971
http://arxiv.org/abs/2011.11771

Estimating marginal causal effects in a secondary analysis of case-control data

Autor: Torbjörn Lind, Ingeborg Waernbaum, Emma Persson

Publikováno v: Statistics in Medicine. 36:2404-2419

When an initial case-control study is performed, data can be used in a secondary analysis to evaluate the effect of the case-defining event on later outcomes. In this paper, we study the example in ...

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6b5fbc47576e486e0b19adae35bb8484
https://doi.org/10.1002/sim.7277