get_distribution_as_percentiles

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

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.