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Generation of Random Variates

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Generation of Random Variates

by

James Huntley (view profile)

 

generates random variates from over 870 univariate distributions

lmstat_cdf(x, r, nn, k)
% lmstat_cdf.m - evaluates a Lagrange Multipler Statistic Cumulative Distribution.
%   See "An Exact, Unified Distributional Characterization of Statistics 
%   used to Test Linear Hypotheses in Simple Regression Models", T. Parker, 20 May, 2010. 
%
%  Created by Jim Huntley,  10/18/11
%

function [cdf] = lmstat_cdf(x, r, nn, k)

pdf = lmstat_pdf(x, r, nn, k); 
sx = size(x,2);
dx = x(2) - x(1);
for jx = 1:sx
    if(jx <= 2)
        cdf(jx) = trapz(pdf(1:jx)) * dx;
    elseif(jx > 2)
        cdf(jx) = simps(pdf(1:jx)) * dx;
    end
end

return

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