2 papers
stat.ME2026
The Triply-Randomized Negative Binomial Beta for Robust Regression and Conjugate Models of Bounded Support Data
Jimmy Lederman, Aaron Schein
The beta distribution is the default choice of likelihood in many regression problems with a -bounded support response despite its sensitivity to outliers, inability to acco…
stat.ME2025
Modeling Latent Underdispersion with Discrete Order Statistics
Jimmy Lederman, Aaron Schein
The Poisson distribution is the default choice of likelihood for probabilistic models of count data. However, due to the equidispersion contraint of the Poisson, such models may ha…