Variance Stabilization by Data-Driven Haar-Fisz (for Microarrays)
Samples from the cDNA data vector
Data-driven Haar-Fisz for microarrays
Data-Driven Haar-Fisz transformation
Inverse Data-Driven Haar-Fisz transformation
Simulated genes, apply DDHFm then compute and return variance, skewnes...
Tabulates variance, skewness and kurtosis coefficients from the output...
Function applied for the computation of the Data-Driven Haar-Fisz tran...
Gene means simulator
Gene intensities simulator and DDHFm tester
Performs Isotone regression using "pool-adjacent-violators" algorithm
Kurtosis Coefficient estimator
Moment estimator
Gene intensities simulator
Gene intensities simulator
Skewness coefficient estimator
Find index where two vectors are closest
Contains the normalizing and variance stabilizing Data-Driven Haar-Fisz algorithm. Also contains related algorithms for simulating from certain microarray gene intensity models and evaluation of certain transformations. Contains cDNA and shipping credit flow data.