17 citations · 43 across the 13 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
math.ST2022★ 3 cited
On the Tightness of the Laplace Approximation for Statistical Inference
Blair Bilodeau, Yanbo Tang, Alex Stringer
Laplace's method is used to approximate intractable integrals in a statistical problems. The relative error rate of the approximation is not worse than . We provide th…
stat.ME2022
Flexible Marginal Models for Dependent Data
Glen McGee, Alex Stringer
Models for dependent data are distinguished by their targets of inference. Marginal models are useful when interest lies in quantifying associations averaged across a population of…
stat.ME2022★ 5 cited
Asymptotics of numerical integration for two-level mixed models
Alex Stringer, Blair Bilodeau, Yanbo Tang
We study mixed models with a single grouping factor, where inference about unknown parameters requires optimizing a marginal likelihood defined by an intractable integral. Low-dime…