Generalized multilevel function-on-scalar regression and principal component analysis

Multilevel Cross-Dependent Binary Longitudinal Data

(2013) Nicoleta Serban et al.   BIOMETRICS

Normalization and extraction of interpretable metrics from raw accelerometry data

(2013) J. Bai et al.   BIOSTATISTICS

Patterns of Accelerometer-Assessed Sedentary Behavior in Older Women

(2013) Eric J. Shiroma et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Corrected Confidence Bands for Functional Data Using Principal Components

(2012) J. Goldsmith et al.   BIOMETRICS

A comparison of energy expenditure estimates from the Actiheart and Actical physical activity monitors during low intensity activities, walking, and jogging

(2010) David K. Spierer et al.   EUROPEAN JOURNAL OF APPLIED PHYSIOLOGY

Fast Function-on-Scalar Regression with Penalized Basis Expansions

(2010) Philip T. Reiss et al.  

Multilevel functional principal component analysis

(2009) Chong-Zhi Di et al.   Annals of Applied Statistics

A Bayesian latent variable approach to functional principal components analysis with binary and count data

(2009) Angelika van der Linde   AStA-Advances in Statistical Analysis

Physical Activity in the United States Measured by Accelerometer

(2009) RICHARD P. TROIANO et al.   MEDICINE AND SCIENCE IN SPORTS AND EXERCISE

The BUGS project: Evolution, critique and future directions

(2009) David Lunn et al.   STATISTICS IN MEDICINE

Variational Bayesian functional PCA

(2008) Angelika van der Linde   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Modelling sparse generalized longitudinal observations with latent Gaussian processes

(2008) Peter Hall et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY