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Notes:
FMPM represents Functional Mixed Processes Models. The aim of this
tool is to implement 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.
Yuan Y, Gilmore JH, Geng X, Martin S, Chen K, Wang JL, Zhu H. FMEM:
functional mixed effects modeling for the analysis of longitudinal
white matter Tract data. Neuroimage 84(2014):753-64, 2013.
Changes:
Add FMPM
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