A Bayesian model for sparse functional data

Biometrics

Volumn 64, Issue 1, 2008, Pages 54-63

  Thompson, Wesley K ^a   Rosen, Ori ^b  

^a UNIVERSITY OF PITTSBURGH   (United States)

^b UNIVERSITY OF TEXAS AT EL PASO   (United States)

Author keywords

B splines; Bayesian nonparametric smoothing; Functional data; Longitudinal data; MCMC; Mixed models

Indexed keywords

BAYESIAN NETWORKS; CURVE FITTING; MARKOV PROCESSES; MONTE CARLO METHODS;

B SPLINES; BAYESIAN MODELLING; BAYESIAN NONPARAMETRIC SMOOTHING; BAYESIAN NONPARAMETRICS; FUNCTIONAL DATAS; LONGITUDINAL DATA; MARKOV CHAIN MONTE CARLO; MARKOV CHAIN MONTE-CARLO; MIXED MODELING; NON-PARAMETRIC SMOOTHING;

INTERPOLATION;

BAYESIAN ANALYSIS; MARKOV CHAIN; MONTE CARLO ANALYSIS; SMOOTHING;

ARTICLE; BAYES THEOREM; BOOTSTRAPPING; COVARIANCE; LONGITUDINAL STUDY; MONTE CARLO METHOD; PROBABILITY; SIMULATION;

EID: 39849092686     PISSN: 0006341X     EISSN: 15410420     Source Type: Journal    
DOI: 10.1111/j.1541-0420.2007.00829.x     Document Type: Article

References (29)