Tag: families

Squared families: Searching beyond regular probability models arXiv:2503.21128v1 Announce Type: new Abstract: We introduce squared families, which are families of probability densities obtained by squaring a linear transformation of a statistic. Squared families are singular, however their singularity can easily be handled so that they form regular models. After handling the singularity, squared families possess…