3 papers
q-bio.PE2025
Methodological considerations for semialgebraic hypothesis testing with incomplete U-statistics
David Barnhill, Marina Garrote-López, Elizabeth Gross +4
Recently, Sturma, Drton, and Leung proposed a general-purpose stochastic method for hypothesis testing in models defined by polynomial equality and inequality constraints. Notably,…
stat.CO2024
LikelihoodGeometry: Macaulay2 Package
David Barnhill, John Cobb, Matthew Faust
This note introduces the package for the computer algebra system . This package gives tools to construct the likelihood correspond…
math.ST2024
Likelihood Correspondence of Toric Statistical Models
David Barnhill, John Cobb, Matthew Faust
Maximum likelihood estimation (MLE) is a fundamental problem in statistics. Characteristics of the MLE problem for discrete algebraic statistical models are reflected in the geomet…