get_distribution_as_percentiles

typhon.math.stats.get_distribution_as_percentiles(x, y, bins, ptiles=(5, 25, 5, 75, 95))[source]

get the distribution of y vs. x as percentiles.

Bin y-data according to x-data (using typhon.math.stats.bin()). Then, within each bin, calculate percentiles.

Parameters:
  • x (ndarray) – data for x-axis
  • y (ndarray) – data for y-axis
  • bins (ndarray) – Specific bins to use for dividing the x-data.
  • ptiles (ndarray) – Percentiles to use.