pydit.statistics.simulation.Simulation

class pydit.statistics.simulation.Simulation(mean=None, std_dev=None, lower_bound=None, upper_bound=None, probability=None, seed=None)

Bases: object

convenience class to generate parametrised distributions

Methods

generate	generate simulation, by default uses normal distribution
plot	plot the histogram of the samples
plot_log_scale	plot the histogram of the samples in log scale
statistics	returns a dictionary with all the statistics

generate(size=1, random_series=None)

generate simulation, by default uses normal distribution

plot(bins=100)

plot the histogram of the samples

plot_log_scale()

plot the histogram of the samples in log scale

statistics()

returns a dictionary with all the statistics