Differential cumulants, hierachical models and monomial ideals

Daniel Bruynooghe, Henry P. Wynn

For a joint probability density function f(x) of a random vector X the mixed partial derivatives of log f(x) can be interpreted as limiting cumulants in an infinitesimally small op…