This function calculates an intermediate correlation matrix for a chosen number of Poisson, binary, ordinal, and continuous (via Fleishman polynomials) random variables, with specified target correlations and marginal properties.
This function generates a chosen number of Poisson, binary, ordinal, and continuous (via Fleishman polynomials) random variables, with specified correlations and marginal properties.
This function validates the lists of marginal parameters for the chosen number of Poisson, ordinal (and binary), and continuous (via Fleishman polynomials) random variables. The list for ordinal/binary variables must be cumulative.
This function validates the user-inputted target correlation matrix for the chosen number of Poisson, binary, ordinal, and continuous (via Fleishman polynomials) random variables.
Simultaneous generation of a chosen number of count, binary, ordinal, and continuous random variables, with specified correlations and marginal distributions. Throughout the package, the word 'Poisson' is used to imply count data under the assumption of Poisson distribution; and continuous variables can take any shape allowed by Fleishman polynomials.
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