Deterministic estimators over paired input and output samples. Input bins use rank order with
original sample order breaking ties.
Usage
first_order_sobol(x, y, bins = 20L)
pawn(x, y, bins = 20L)
pawn_median(x, y, bins = 20L)
borgonovo_delta(x, y, x_bins = 20L, y_bins = 20L)
Arguments
- x, y
aligned numeric input and output samples.
- bins
number of equal frequency input bins.
- x_bins, y_bins
numbers of input bins and output classes for Borgonovo delta.
Value
first_order_sobol(), pawn_median(), and borgonovo_delta() return one number.
pawn() returns one Kolmogorov-Smirnov statistic per input bin.