vows: Voxelwise Semiparametrics

Parametric and semiparametric inference for massively parallel models, i.e., a large number of models with common design matrix, as often occurs with brain imaging data.

Author
Philip Reiss, Yin-Hsiu Chen, Lei Huang, Lan Huo, Ruixin Tan, and Rong Jiao
Date of publication
2016-08-21 12:22:51
Maintainer
Philip Reiss <phil.reiss@nyumc.org>
License
GPL (>= 2)
Version
0.5

View on CRAN

Man pages

extract.fd
Extract curve estimates to be clustered
Fdr.rlrt
False discovery rate estimation for massively parallel...
F.mp
F-tests for massively parallel linear models
funkmeans
Functional k-means clustering for parallel smooths
funkmeans4d
Functional k-means clustering for parallel smooths for...
lm4d
Voxelwise linear models
lm.mp
Massively parallel linear regression 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...
plot.rlrt4d
Display cross-sections of voxelwise RLRT results
plot.semipar.mp
Plot massively parallel semiparametric models
qplsc.mp
Quadratically penalized least squares with constraints
R2nii
Save data to a NIfTI file
rlrt4d
Voxelwise restricted likelihood ratio tests
rlrt.mp
Massively parallel restricted likelihood ratio tests
rlrt.mp.fit
Massively parallel restricted likelihood ratio tests...
screen.vox
Screen voxels for a voxelwise smoothing object
semipar4d
Massively parallel semiparametric regression for...
semipar.mix.mp
Massively parallel semiparametric mixed models
semipar.mp
Massively parallel semiparametric regression
sf
Defining smooth functions in semiparametric model formulae
summary.lm.mp
Summarizing massively parallel linear model fits
test
Toy data set
vows-internal
Internal functions for the vows package
vows-mgcv
Utility functions related to the mgcv package
vows-package
Voxelwise semiparametrics

Files in this package

vows
vows/NAMESPACE
vows/data
vows/data/test.RData
vows/R
vows/R/summary.lm.mp.R
vows/R/lm4d.R
vows/R/rlrt4d.R
vows/R/nii2R.R
vows/R/semipar4d.R
vows/R/funkmeans4d.R
vows/R/rlrt.mp.R
vows/R/semipar.mix.mp.R
vows/R/semipar.mp.R
vows/R/permF.mp.R
vows/R/rlrt.mp.fit.R
vows/R/extract.fd.R
vows/R/data.R
vows/R/R2nii.R
vows/R/funkmeans.R
vows/R/plot.rlrt4d.R
vows/R/sf.r
vows/R/Fdr.rlrt.R
vows/R/screen.vox.R
vows/R/lm.mp.R
vows/R/qplsc.mp.R
vows/R/vows_0.4-package.R
vows/R/vows-internal.R
vows/R/plot.funkmeans.R
vows/R/vows-mgcv.R
vows/R/F.mp.R
vows/R/plot.semipar.mp.R
vows/MD5
vows/DESCRIPTION
vows/man
vows/man/qplsc.mp.Rd
vows/man/plot.rlrt4d.Rd
vows/man/vows-package.Rd
vows/man/funkmeans.Rd
vows/man/lm4d.Rd
vows/man/Fdr.rlrt.Rd
vows/man/screen.vox.Rd
vows/man/rlrt4d.Rd
vows/man/semipar.mp.Rd
vows/man/R2nii.Rd
vows/man/funkmeans4d.Rd
vows/man/vows-internal.Rd
vows/man/vows-mgcv.Rd
vows/man/rlrt.mp.fit.Rd
vows/man/semipar.mix.mp.Rd
vows/man/test.Rd
vows/man/F.mp.Rd
vows/man/semipar4d.Rd
vows/man/sf.Rd
vows/man/summary.lm.mp.Rd
vows/man/nii2R.Rd
vows/man/rlrt.mp.Rd
vows/man/lm.mp.Rd
vows/man/plot.funkmeans.Rd
vows/man/permF.mp.Rd
vows/man/plot.semipar.mp.Rd
vows/man/extract.fd.Rd