2 papers
stat.ML2025
Statistical Inference for Online Algorithms
Selina Carter, Arun K Kuchibhotla
The construction of confidence intervals and hypothesis tests for functionals is a cornerstone of statistical inference. Traditionally, the most efficient procedures - such as the…
stat.ME2022
Model Selection in Variational Mixed Effects Models
Mark J. Meyer, Selina Carter, Elizabeth J. Malloy
Variational inference is an alternative estimation technique for Bayesian models. Recent work shows that variational methods provide consistent estimation via efficient, determinis…