Variance Stabilization by Data-Driven Haar-Fisz (for Microarrays)


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Documentation for package ‘DDHFm’ version 1.1.3

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cdna Example cDNA data
cDNAdata Samples from the cDNA data vector
DDHFm Data-driven Haar-Fisz for microarrays
ddhft.np.2 Data-Driven Haar-Fisz transformation
ddhft.np.inv Inverse Data-Driven Haar-Fisz transformation
dhhrcomp Simulated genes, apply DDHFm then compute and return variance, skewness and kurtosis values
dhhrss Tabulates variance, skewness and kurtosis coefficients from the output of dhhrcomp
function.from.vector Function applied for the computation of the Data-Driven Haar-Fisz transform
genesimulator Gene means simulator
hftrialdatagen Gene intensities simulator and DDHFm tester
isotone Performs Isotone regression using "pool-adjacent-violators" algorithm
KURTOSIS Kurtosis Coefficient estimator
MOMENTS Moment estimator
ShipCreditFlow Example Shipping credit flow data
simdurbin Gene intensities simulator
simdurbin2 Gene intensities simulator
SKEW Skewness coefficient estimator
which.min.diff Find index where two vectors are closest