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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 analysis software, data processing software, software application, software resource, workflow software
Keywords: workflow software, data analysis software, analysis pipeline, longitudinal, functional data, clinical data
Availability: Public, Available to the research community
Resource Name: Functional Mixed Processes Models
Resource ID: SCR_014187
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Source: SciCrunch Registry (RRID:SCR_005400)
Description: Interactive portal for finding and submitting biomedical resources. Resources within SciCrunch have assigned RRIDs which are used to cite resources in scientific manuscripts. SciCrunch Registry, formerly NIF Registry, provides resources catalog. Allows to add new resources. Allows edit existing resources after registration. Curators are tasked with identifying and registering resources, examining data, writing configuration files to index and display data and keeping contents current.
URL: https://rrid.site/rin/sources/SCR_005400
