Mathematical Utilities

The pypomp.maths module provides a set of numerical utilities designed for stable log-likelihood aggregation and common parameter transformations.

logmeanexp(-> float)	Calculates the mean likelihood for an array of log-likelihoods, and returns the corresponding log-likelihood.
logmeanexp_se(-> float)	A jack-knife standard error for the log-likelihood estimate calculated via logmeanexp().
expit(x)	The logistic sigmoid (expit) function
logit	The logit function