3 citations · 6 across the 4 of their papers we have counts for
Showing math.STShow all
2 papers · 1 filter
math.ST2022★ 3 cited
A generalized AIC for models with singularities and boundaries
Jonathan D. Mitchell, Elizabeth S. Allman, John A. Rhodes
The Akaike information criterion (AIC) is a common tool for model selection. It is frequently used in violation of regularity conditions at parameter space singularities and bounda…
math.ST2018
Hypothesis testing near singularities and boundaries
Jonathan D. Mitchell, Elizabeth S. Allman, John A. Rhodes
The likelihood ratio statistic, with its asymptotic distribution at regular model points, is often used for hypothesis testing. At model singularities and boundaries, however…