Model the distribution of CpG o/e ratios using Kernel Density Estimation.
Parameters:
"-o", "--frac-outl" maximum fraction of CpGo/e ratios excluded as outliers [default 0.01] "-d", "--min-dist" minimum distance between modes, modes that are closer are joined [default 0.2] "-c", "--conf-level" level of the confidence intervals of the mode positions [default 0.95] "-m", "--mode-mass" minimum probability mass of a mode [default 0.05] "-b", "--band-width" bandwidth constant for kernels [default 1.06] "-B", "--bootstrap" calculate confidence intervals of mode positions using bootstrap. "-r", "--bootstrap-reps" number of bootstrap repetitions [default 1500] "-p", "--peak-file" name of the output file describing the peaks of the KDE [default peaks.csv] "-s", "--bootstrap-file" Name of the output file with bootstrap values [default "bootstrap.csv"] "-H", "--outlier-hist-file" Outliers histogram file [default outliers_hist.pdf] "-C", "--cutoff-file" Outliers cutoff file [default outliers_cutoff.csv] "-k", "--kde-file" Kernel density estimation graph [default KDE.pdf]