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shuffle (version 1.0.1)

The Shuffle Estimator for Explainable Variance

Description

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

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Install

install.packages('shuffle')

Monthly Downloads

156

Version

1.0.1

License

GPL (>= 2.0)

Maintainer

Yuval Benjamini

Last Published

May 2nd, 2016

Functions in shuffle (1.0.1)

shuffle-package

The Shuffle Estimator for Explainable Variance
prepareShuffle

Prerprocess for the shuffle estimator
design_vec

The design for an fMRI experiment
estimateShuffle

Calculate the shuffle estimators
prediction_res

Prediction results for V1 voxels as generated by the Gallant lab in UC Berkeley and published in Kay et al. (2008).
designVec2Mat

Convert between a vector and matrix representation of the design
getAveraging

Convert design into averaging matrices.
fMRI_responses

Responses for 30 voxels (of V1) to 1560 stimuli.
MSbetAvg

Calculate Mean-square-between
getNormalizer

getNormalizer