Pairwise meta‐analysis is an established statistical tool for synthesizing evidence from
multiple trials, but it is informative only about the relative efficacy of two specific …

Post-operative pain management protocols may be optimised by examining procedure-
specific evidence and outcomes. This recognition led to the formation of the PROcedure …

We present a simple general method for combining two one-sample confidence procedures
to obtain inferences in the two-sample problem. Some applications give striking connections …

Fusion learning refers to synthesizing inferences from multiple sources or studies to make a
more effective inference and prediction than from any individual source or study alone. Most …

This article is motivated by a regression analysis of electroencephalography (EEG)
neuroimaging data with high-dimensional correlated responses with multilevel nested …

The usefulness of meta‐analysis has been recognized in the evaluation of drug safety, as a
single trial usually yields few adverse events and offers limited information. For rare events …

The inferential model (IM) approach, like fiducial and its generalizations, depends on a
representation of the data-generating process. Here, a particular variation on the IM …

Meta-analysis with fixed-effects and random-effects models provides a general framework
for quantitatively summarizing multiple comparative studies. However, a majority of the …

Joint integrative analysis of multiple data sources with correlated vector outcomes Page 1
The Annals of Applied Statistics 2022, Vol. 16, No. 3, 1700–1717 https://doi.org/10.1214/21-AOAS1563 …

In real life and somewhat contrary to biostatistical textbook knowledge, sensitivity and
specificity (and not only predictive values) of diagnostic tests can vary with the underlying …