15 citations · 18 across the 7 of their papers we have counts for
8 papers · 1 filter
Copas-Heckman-type sensitivity analysis for publication bias in rare-event meta-analysis under generalized linear mixed models
Yi Zhou, Taojun Hu, Yuji Sakamoto +3
In systematic reviews and meta-analyses, publication bias (PB) is one of the serious concerns and mainly induced by selective publication of academic literatures. Although many met…
Publication bias adjustment in network meta-analysis: an inverse probability weighting approach using clinical trial registries
Ao Huang, Yi Zhou, Satoshi Hattori
Network meta-analysis (NMA) is a useful tool to compare multiple interventions simultaneously in a single meta-analysis, it can be very helpful for medical decision making when the…
Nonparametric worst-case bounds for publication bias on the summary receiver operating characteristic curve
Yi Zhou, Ao Huang, Satoshi Hattori
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 prese…
A simple sensitivity analysis method for unmeasured confounders via linear programming with estimating equation constraints
Chengyao Tang, Yi Zhou, Ao Huang +1
In estimating the average treatment effect in observational studies, the influence of confounders should be appropriately addressed. To this end, the propensity score is widely use…
Sensitivity analysis for publication bias on the time-dependent summary ROC analysis in meta-analysis of prognosis studies
Yi Zhou, Ao Huang, Satoshi Hattori
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…
Adjusting for publication bias in meta-analysis via inverse probability weighting using clinical trial registries
Ao Huang, Kosuke Morikawa, Tim Friede +1
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 selecti…
A likelihood based sensitivity analysis for publication bias on summary ROC in meta-analysis of diagnostic test accuracy
Yi Zhou, Ao Huang, Satoshi Hattori
In meta-analysis of diagnostic test accuracy, summary receiver operating characteristic (SROC) is a recommended method to summarize the discriminant capacity of a diagnostic test i…
Using clinical trial registries to inform Copas selection model for publication bias in meta-analysis
Ao Huang, Sho Komukai, Tim Friede +1
Prospective registration of study protocols in clinical trial registries is a useful way to minimize the risk of publication bias in meta-analysis, and several clinical trial regis…