most citedFixed-effects model: the most convincing model for meta-analysis with few studies

13 citations · 24 across the 5 of their papers we have counts for

collaborators

6 papers

stat.AP20211 cited

A Bayesian Selection Model for Correcting Outcome Reporting Bias With Application to a Meta-analysis on Heart Failure Interventions

Ray Bai, Xiaokang Liu, Lifeng Lin +4

Multivariate meta-analysis (MMA) is a powerful tool for jointly estimating multiple outcomes' treatment effects. However, the validity of results from MMA is potentially compromise…

stat.AP20211 cited

Odds Ratios are far from "portable": A call to use realistic models for effect variation in meta-analysis

Mengli Xiao, Haitao Chu, Stephen Cole +4

Objective: Recently Doi et al. argued that risk ratios should be replaced with odds ratios in clinical research. We disagreed, and empirically documented the lack of portability of…

math.ST20211 cited

On the global identifiability of logistic regression models with misclassified outcomes

Rui Duan, Yang Ning, Jiasheng Shi +3

In the last decade, the secondary use of large data from health systems, such as electronic health records, has demonstrated great promise in advancing biomedical discoveries and i…

stat.ME2020

A Robust Bayesian Copas Selection Model for Quantifying and Correcting Publication Bias

Ray Bai, Lifeng Lin, Mary R. Boland +1

The validity of conclusions from meta-analysis is potentially threatened by publication bias. Most existing procedures for correcting publication bias assume normality of the study…

stat.ME20208 cited

A regression-based method for detecting publication bias in multivariate meta-analysis

Chuan Hong, Jing Zhang, Yang Li +3

Publication bias occurs when the publication of research results depends not only on the quality of the research but also on its nature and direction. The consequence is that publi…

stat.ME202013 cited

Fixed-effects model: the most convincing model for meta-analysis with few studies

Enxuan Lin, Tiejun Tong, Yong Chen +1

According to Davey et al. (2011) with a total of 22,453 meta-analyses from the January 2008 Issue of the Cochrane Database of Systematic Reviews, the median number of studies inclu…