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URL: http://www.nitrc.org/projects/fmpm
Proper Citation: Functional Mixed Processes Models (RRID:SCR_014187)
Description: A tool which implements a functional analysis pipeline for the joint analysis of longitudinally measured functional data and clinical data (for example age, gender and disease status). FMPM consists of a functional mixed effects model 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 test procedure with local and global test statistics for testing hypotheses of interest associated with functional response, and a simultaneous confidence band for quantifying the uncertainty in the estimated coefficient functions.
Abbreviations: FMPM
Resource Type: data processing software, data analysis software, workflow software, software application, software resource
Keywords: workflow software, data analysis software, analysis pipeline, longitudinal, functional data, clinical data
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