shuffle: The Shuffle Estimator for Explainable Variance

Implementation of the shuffle estimator, a non-parametric estimator for signal and noise variance under mild noise correlations.

Author
Yuval Benjamini
Date of publication
2016-05-02 06:41:26
Maintainer
Yuval Benjamini <yuvalbenj@gmail.com>
License
GPL (>= 2.0)
Version
1.0.1

View on CRAN

Man pages

design_vec
The design for an fMRI experiment
designVec2Mat
Convert between a vector and matrix representation of the...
estimateShuffle
Calculate the shuffle estimators
fMRI_responses
Responses for 30 voxels (of V1) to 1560 stimuli.
getAveraging
Convert design into averaging matrices.
getNormalizer
getNormalizer
MSbetAvg
Calculate Mean-square-between
prediction_res
Prediction results for V1 voxels as generated by the Gallant...
prepareShuffle
Prerprocess for the shuffle estimator
shuffle-package
The Shuffle Estimator for Explainable Variance

Files in this package

shuffle
shuffle/NAMESPACE
shuffle/data
shuffle/data/design_vec.rda
shuffle/data/fMRI_responses.rda
shuffle/data/prediction_res.rda
shuffle/R
shuffle/R/getNormalizer.R
shuffle/R/estimateShuffle.R
shuffle/R/prepareShuffle.R
shuffle/R/designMat2Vec.R
shuffle/R/perm2Mat.R
shuffle/R/MSbetAvg.R
shuffle/R/getAveraging.R
shuffle/R/designVec2Mat.R
shuffle/MD5
shuffle/DESCRIPTION
shuffle/man
shuffle/man/fMRI_responses.Rd
shuffle/man/MSbetAvg.Rd
shuffle/man/getAveraging.Rd
shuffle/man/prepareShuffle.Rd
shuffle/man/prediction_res.Rd
shuffle/man/estimateShuffle.Rd
shuffle/man/shuffle-package.Rd
shuffle/man/designVec2Mat.Rd
shuffle/man/getNormalizer.Rd
shuffle/man/design_vec.Rd