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stat.ME2025
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…
stat.ME2024
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…
stat.ME2024
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…