University of North Carolina at Chapel Hill
Academic Free License ("AFL")
Yes
Department of Biostatistics
NITRC
Single-index Varying Coefficient Model for Functional Responses
Yes
MATLAB
The aim of this tool is to implement a functional analysis pipeline, for the joint analysis of functional data and clinical data, for example age, gender and disease status. SIVC consists of a functional single index for characterizing the association of functional response with covariates of interest by incorporating complex spatial-temporal correlation structure, an efficient method for spatially smoothing varying coefficient functions, an estimation method for estimating the
spatial-temporal correlation structure, a simultaneous confidence band for quantifying the uncertainty in the estimated coefficient functions.
2016-5-04
SIVC v1.0
Single-index Varying Coefficient Model for Functional Responses
Clinical Neuroinformatics, MR, Computational Neuroscience, Academic Free License ("AFL"), MATLAB, Alzheimer Disease
http://www.nitrc.org/projects/sivc/