specparam.modes.funcs.gamma_function

specparam.modes.funcs.gamma_function(xs, *params)[source]

Gamma fitting function.

Parameters:
xs1d array

Input x-axis values.

*paramsfloat

Parameters that define a gamma function. Each gamma peak has 4 parameters: ctr, hgt, shape (shp), scale (scl).

Returns:
ys1d array

Output values for gamma function.

Notes

Defines a gamma fit function as:

P(F)_n = a * frac{1}{Gamma (s)theta^{s}}(F-c)^{s-1}e^{-frac{F-c}{theta}}

where s is the shape parameter and theta is the scale parameter.