Simple and Flexible Tests of Sample Exchangeability

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Documentation for package ‘flintyR’ version 0.1.0

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flintyR-package Simple and Flexible Tests of Sample Exchangeability
blockGaussian Approximate p-value for Test of Exchangeability (Assuming Large N and P with Block Dependencies)
blockLargeP Approximate p-value for Test of Exchangeability (Assuming Large P with Block Dependencies)
blockPermute p-value Computation for Test of Exchangeability with Block Dependencies
buildForward Map from Indices to Label Pairs
buildReverse Map from Label Pairs to Indices
cacheBlockPermute1 Resampling Many V Statistics (Version 1)
cacheBlockPermute2 Resampling Many V Statistics (Version 2)
cachePermute Permutation by Caching Distances
distDataLargeP Asymptotic p-value of Exchangeability Using Distance Data
distDataPermute p-value Computation for Test of Exchangeability Using Distance Data
distDataPValue A Non-parametric Test of Sample Exchangeability and Feature Independence (Distance List Version)
flintyR Simple and Flexible Tests of Sample Exchangeability
getBinVStat V Statistic for Binary Matrices
getBlockCov Covariance Computations Between Pairs of Distances (Block Dependencies Case)
getChi2Weights Get Chi Square Weights
getCov Covariance Computations Between Pairs of Distances (Independent Case)
getHammingDistance A Hamming Distance Vector Calculator
getLpDistance A l_p^p Distance Vector Calculator
getPValue A Non-parametric Test of Sample Exchangeability and Feature Independence
getRealVStat V Statistic for Real Matrices
hamming_bitwise Fast Bitwise Hamming Distance Vector Computation
indGaussian Approximate p-value for Test of Exchangeability (Assuming Large N and P)
indLargeP Approximate p-value for Test of Exchangeability (Assuming Large P)
lp_distance Fast l_p^p Distance Vector Computation
naiveBlockPermute1 Resampling V Statistic (Version 1)
naiveBlockPermute2 Resampling V Statistic (Version 2)
weightedChi2P Tail Probability for Chi Square Convolution Random Variable