4 papers
Functional meta-analysis of survival curves across reporting formats and time points
Keisuke Hanada
Meta-analyses of survival outcomes commonly pool log hazard ratios or survival probabilities at selected time points. When reporting formats and observation times differ across stu…
Random-effects meta-analysis via generalized linear mixed models: A Bartlett-corrected approach for few studies
Keisuke Hanada, Tomoyuki Sugimoto
Random-effects models are central to meta-analysis, yet the between-study variance is often underestimated when the number of studies is small. In such settings, confidence interva…
Integrate Meta-analysis into Specific Study (InMASS) for Estimating Conditional Average Treatment Effect
Keisuke Hanada, Masahiro Kojima
Randomized controlled trials are the standard method for estimating causal effects, ensuring sufficient statistical power and confidence through adequate sample sizes. However, ach…
Moment-based Random-effects Meta-analysis Equipped with Huber's M-Estimation
Keisuke Hanada, Tomoyuki Sugimoto
Meta-analyses are commonly used to provide solid evidence across numerous studies. Traditional moment methods, such as the DerSimonian-Laird method, remain popular in spite of the…