443 citations
- National Institutes of HealthUS7 papers
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3 papers · 1 filter
stat.ME2023★ 3 cited
nlive: an R Package to facilitate the application of the sigmoidal and random changepoint mixed models
Ana W Capuano, Maude Wagner
Background: The use of mixed effect models with a specific functional form such as the Sigmoidal Mixed Model and the Piecewise Mixed Model (or Changepoint Mixed Model) with abrupt…
stat.ME2021★ 34 cited
Distributional data analysis via quantile functions and its application to modelling digital biomarkers of gait in Alzheimer's Disease
Rahul Ghosal, Vijay R. Varma, Dmitri Volfson +5
With the advent of continuous health monitoring with wearable devices, users now generate their unique streams of continuous data such as minute-level step counts or heartbeats. Su…
stat.ME2020★ 19 cited
Time-varying exposure history and subsequent health outcomes: a two-stage approach to identify critical windows
Maude Wagner, Francine Grodstein, Karen Leffondre +2
Long-term behavioral and health risk factors constitute a primary focus of research on the etiology of chronic diseases. Yet, identifying critical time-windows during which risk fa…