RVCompare-package |
RVCompare: Compare Real Valued Random Variables |
CdFromDensities |
The dominance rate of X_A over X_B given the density functions. |
CdFromProbMassFunctions |
The dominance rate of X_A over X_B for discrete distributions, given the probability mass functions. |
CpFromDensities |
The probability that X_A < X_B given the density functions. |
cpp_helper_from_ranks_to_integrable_values |
Helper function for from_ranks_to_integrable_values |
cumulative_difference_plot |
Generate the cumulative difference-plot |
getEmpiricalCumulativeDistributions |
Get the empirical distribution from samples. |
get_Y_AB_bounds_bootstrap |
Estimate Y_A and Y_B bounds with bootstrap |
get_Y_AB_bounds_DKW |
Estimate Y_A and Y_B bounds with Dvoretzky–Kiefer–Wolfowitz |
isFunctionDensity |
Check if a function is a (non-discrete) probability density function in a given domain. |
isXlimsValid |
Check if xlims is a tuple that represents a valid bounded interval in the real space. |
mixtureDensity |
A mixture of two or more distributions |
normalDensity |
The probability density function of the normal distribution |
plot_Y_AB |
Plot the estimated cdf of Y_A and Y_B or their difference |
RVCompare |
RVCompare: Compare Real Valued Random Variables |
sampleFromDensity |
Get sample given the density function |
uniformDensity |
The probability density function of the uniform distribution |
xHasEnoughValues |
Check for enough values. |