3 citations · 3 across the 7 of their papers we have counts for
7 papers
Sign and signed rank tests for paired functions
Mark J. Meyer
Simple nonparametric tests for paired functional data are an understudied area, despite recent advances in similar tests for other types of functional data. While the sign test has…
Global Tests for Smoothed Functions in Mean Field Variational Additive Models
Mark J. Meyer, Junyi Wei
Variational regression methods are an increasingly popular tool for their efficient estimation of complex. Given the mixed model representation of penalized effects, additive regre…
Objective Priors for the Conway-Maxwell-Poisson (COM-Poisson) Distribution
Mark J. Meyer, Amia Graye, Kimberly F. Sellers
The Conway-Maxwell-Poisson (COM-Poisson) distribution is a flexible, two parameter distribution for count data that can accommodate equidispersion, overdispersion, and underdispers…
Doubly ranked tests of location for grouped functional data
Mark J. Meyer
Nonparametric tests for functional data are a challenging class of tests to work with because of the potentially high dimensional nature of the data. One of the main challenges for…
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…
Bayesian Analysis of Multivariate Matched Proportions with Sparse Response
Mark J. Meyer, Haobo Cheng, Katherine Hobbs Knutson
Multivariate matched proportions (MMP) data appears in a variety of contexts including post-market surveillance of adverse events in pharmaceuticals, disease classification, and ag…
Ordinal Probit Functional Outcome Regression with Application to Computer-Use Behavior in Rhesus Monkeys
Mark J. Meyer, Jeffrey S. Morris, Regina Paxton Gazes +1
Research in functional regression has made great strides in expanding to non-Gaussian functional outcomes, but exploration of ordinal functional outcomes remains limited. Motivated…