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 |

**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

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
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