gaminv
statistics: x = gaminv (p, a, b)
Inverse of the Gamma cumulative distribution function (iCDF).
For each element of p, compute the quantile (the inverse of the CDF) of the Gamma distribution with shape parameter a and scale parameter b. The size of x is the common size of p, a, and b. A scalar input functions as a constant matrix of the same size as the other inputs.
OCTAVE/MATLAB use the alternative parameterization given by the pair , i.e. shape a and scale b. In Wikipedia, the two common parameterizations use the pairs , as shape and scale, and , as shape and rate, respectively. The parameter names a and b used here (for MATLAB compatibility) correspond to the parameter notation instead of the as reported in Wikipedia.
Further information about the Gamma distribution can be found at https://en.wikipedia.org/wiki/Gamma_distribution
See also: gamcdf, gampdf, gamrnd, gamfit, gamlike, gamstat
Source Code: gaminv
## Plot various iCDFs from the Gamma distribution p = 0.001:0.001:0.999; x1 = gaminv (p, 1, 2); x2 = gaminv (p, 2, 2); x3 = gaminv (p, 3, 2); x4 = gaminv (p, 5, 1); x5 = gaminv (p, 9, 0.5); x6 = gaminv (p, 7.5, 1); x7 = gaminv (p, 0.5, 1); plot (p, x1, "-r", p, x2, "-g", p, x3, "-y", p, x4, "-m", ... p, x5, "-k", p, x6, "-b", p, x7, "-c") ylim ([0, 20]) grid on legend ({"α = 1, β = 2", "α = 2, β = 2", "α = 3, β = 2", ... "α = 5, β = 1", "α = 9, β = 0.5", "α = 7.5, β = 1", ... "α = 0.5, β = 1"}, "location", "northwest") title ("Gamma iCDF") xlabel ("probability") ylabel ("x") |