activity
20202024
most citedSemiparametric quantile functional regression analysis of adolescent physical activity distributions in the presence of missing data

1 citations · 1 across the 5 of their papers we have counts for

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stat.ME2022

Analysis of block slice samplers for Bayesian GLMMs and GAMs with linear inequality and shape constraints

Benny Ren, Jeffrey Morris, Ian Barnett

Exponential family models, generalized linear models (GLMs), generalized linear mixed models (GLMMs) and generalized additive models (GAMs) are widely used methods in statistics. H…

stat.ME2022

Combining Mixed Effects Hidden Markov Models with Latent Alternating Recurrent Event Processes to Model Diurnal Active-Rest Cycles

Benny Ren, Ian Barnett

Data collected from wearable devices and smartphones can shed light on an individual's pattern of behavioral and circadian routine. Phone use can be modeled as alternating event pr…