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Nonparametric Simulation

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ACTUAL DATA
select a distribution
normal(0,1)
number of bins
k
10
data size
N
400
regenerate data
seed
10
SIMULATED DATA
data size
n
60
regenerate data
seed
30
This Demonstration uses a simplified nonparametric process to generate a pseudorandom dataset (red) that corresponds to an "actual" dataset (green), without considering any information about the "actual" data distribution. Use the controls to change the parameters and observe how the simulated dataset fits the "actual" dataset, as well as how the dataset's PDF kernel estimations approximate the theoretical PDF.
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