PDFSampler_Example_1.m

clear all;
% Provide some random data (here we sample from a normal 
% distribution using the funtion `randn` of MATLAB):
random_data = 50+randn(100000,1);
% Define the number of bins that are necessary for the
% reconstruction of the PDF:
nBins_reconstruction = 50;
% Construct an instance of PDFsampler:
sampler=PDFsampler(random_data,nBins_reconstruction);

% Collect some samples using PDFsampler:
nSamples=5e4;
y=zeros(nSamples,1);
for i=1:nSamples
    y(i,1)=sampler.nextRandom;
end

% QQ-plot:
qqplot(y)