A historical review of publication bias

A Marks‐Anglin, Y Chen - Research synthesis methods, 2020 - Wiley Online Library
Publication bias is a well‐known threat to the validity of meta‐analyses and, more broadly,
the reproducibility of scientific findings. When policies and recommendations are predicated …

[HTML][HTML] Comparative effectiveness of lifestyle interventions on children's body composition management: A systematic review and network meta-analysis

X Su, MA Hassan, HJ Kim, Z Gao - Journal of Sport and Health Science, 2024 - Elsevier
Objective To provide comparative evidence on the effectiveness of various lifestyle
interventions on body composition management for preschool and school-aged children …

A likelihood‐based sensitivity analysis for publication bias on the summary receiver operating characteristic in meta‐analysis of diagnostic test accuracy

Y Zhou, A Huang, S Hattori - Statistics in Medicine, 2023 - Wiley Online Library
In meta‐analysis of diagnostic test accuracy, the summary receiver operating characteristic
(SROC) curve is a recommended method to summarize the diagnostic capacity of a medical …

Diagnostic test meta-analysis by empirical likelihood under a Copas-like selection model

M Li, Y Fan, Y Liu, Y Liu - Metrika, 2021 - Springer
The validation of diagnostic test meta-analysis is often threatened by publication bias, which
can be commonly characterized by the Copas selection model. Under this model …

Adjusting for publication bias in meta-analysis via inverse probability weighting using clinical trial registries

A Huang, K Morikawa, T Friede, S Hattori - Biometrics, 2023 - academic.oup.com
Publication bias is a major concern in conducting systematic reviews and meta-analyses.
Various sensitivity analysis or bias-correction methods have been developed based on …

A likelihood-based sensitivity analysis for addressing publication bias in meta-analysis of diagnostic studies using exact likelihood

T Hu, Y Zhou, XH Zhou, S Hattori - arXiv preprint arXiv:2406.04095, 2024 - arxiv.org
Publication bias (PB) poses a significant threat to meta-analysis, as studies yielding notable
results are more likely to be published in scientific journals. Sensitivity analysis provides a …

Nonparametric worst-case bounds for publication bias on the summary receiver operating characteristic curve

Y Zhou, A Huang, S Hattori - Biometrics, 2024 - academic.oup.com
The summary receiver operating characteristic (SROC) curve has been recommended as
one important meta-analytical summary to represent the accuracy of a diagnostic test in the …

Copas-Heckman-type sensitivity analysis for publication bias in rare-event meta-analysis under the framework of the generalized linear mixed model

Y Zhou, T Hu, XH Zhou, S Hattori - arXiv preprint arXiv:2405.03603, 2024 - arxiv.org
Publication bias (PB) is one of the serious issues in meta-analysis. Many existing methods
dealing with PB are based on the normal-normal (NN) random-effects model assuming …

Sensitivity analysis for publication bias on the time-dependent summary ROC analysis in meta-analysis of prognosis studies

Y Zhou, A Huang, S Hattori - arXiv preprint arXiv:2305.19741, 2023 - arxiv.org
In the analysis of prognosis studies with time-to-event outcomes, dichotomization of patients
is often made. As the evaluations of prognostic capacity, the survivals of groups with …

[HTML][HTML] Copas selection models for meta-analysis

JE Pustejovsky - 2024 - jepusto.com
Recently, I've been studying and tinkering with meta-analytic models for selective reporting
of findings from primary studies. I've mostly focused on step-function selection models …