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DrBats (version 0.1.3)

Data Representation: Bayesian Approach That's Sparse

Description

Feed longitudinal data into a Bayesian Latent Factor Model to obtain a low-rank representation. Parameters are estimated using a Hamiltonian Monte Carlo algorithm with STAN. See G. Weinrott, B. Fontez, N. Hilgert and S. Holmes, "Bayesian Latent Factor Model for Functional Data Analysis", Actes des JdS 2016.

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Install

install.packages('DrBats')

Monthly Downloads

238

Version

0.1.3

License

GPL-3

Last Published

May 18th, 2016

Functions in DrBats (0.1.3)