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We introduce a class of logarithmic Lambert W random variables for a specificfamily of distributions. In particular, we characterize the log-Lambert Wrandom variables for chi-squared distributions which naturally appear in thelikelihood based inference of normal random variables.

Logarithmic Lambert $\mathrm{W}\times {\cal F}$ random variables for the family of chi-squared distributions and their applications