Voxelwise semiparametrics


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Documentation for package ‘vows’ version 0.2-1

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vows-package Voxelwise semiparametrics
F.mp F-tests for massively parallel linear models
Fdr.rlrt False discovery rate estimation for massively parallel restricted likelihood ratio tests
funkmeans Functional k-means clustering for parallel smooths
funkmeans4d Functional k-means clustering for parallel smooths for 4-dimensional data
funkpanel Interactive visualization of massively parallel smoothing results
get.ind Internal functions for the vows package
lm.mp Massively parallel linear regression models
lm4d Voxelwise linear models
nii2R NIfTI-to-R conversion
permF.mp Permutation F-tests for massively parallel linear models
plot.funkmeans Plotting of k-means clustering results for massively parallel smooths
plot.rlrt4d Display cross-sections of voxelwise RLRT results
plot.semipar.mp Plot massively parallel semiparametric models
Predict.matrix.bspline.smooth Utility functions related to the mgcv package
qplsc.mp Quadratically penalized least squares with constraints
R2nii Save data to a NIfTI file
rlr.xz Internal functions for the vows package
rlrt.fit Internal functions for the vows package
rlrt.mp Massively parallel restricted likelihood ratio tests
rlrt.mp.fit Massively parallel restricted likelihood ratio tests (internal)
rlrt4d Voxelwise restricted likelihood ratio tests
rlrtpanel Interactive visualization of voxelwise RLRT results
screen.vox Screen voxels for a voxelwise smoothing object
semipar.mix.mp Massively parallel semiparametric mixed models
semipar.mp Massively parallel semiparametric regression
semipar4d Massively parallel semiparametric regression for 4-dimensional data
sf Defining smooth functions in semiparametric model formulae
smooth.construct.be.smooth.spec Utility functions related to the mgcv package
smooth.construct.bq.smooth.spec Utility functions related to the mgcv package
summary.lm.mp Summarizing massively parallel linear model fits
test Toy data set
vec2img Internal functions for the vows package
vows Voxelwise semiparametrics