42 citations · 141 across the 24 of their papers we have counts for
4 papers · 1 filter
Defining a credible interval is not always possible with "point-null'' priors: A lesser-known correlate of the Jeffreys-Lindley paradox
Harlan Campbell, Paul Gustafson
In many common situations, a Bayesian credible interval will be, given the same data, very similar to a frequentist confidence interval, and researchers will interpret these interv…
Bayes factors and posterior estimation: Two sides of the very same coin
Harlan Campbell, Paul Gustafson
Recently, several researchers have claimed that conclusions obtained from a Bayes factor (or the posterior odds) may contradict those obtained from Bayesian posterior estimation. I…
The Constrained Maximum Likelihood Estimation For Parameters Arising From Partially Identified Models
Hao Luo, Alexandre Bouchard-Côté, Gabriela Cohen Freue +1
We extend the constrained maximum likelihood estimation theory for parameters of a completely identified model, proposed by Aitchison and Silvey (1958), to parameters arising from…
On the detectability of different forms of interaction in regression models
Juxin Liu, Paul Gustafson
We derive an asymptotic power function for a likelihood-based test for interaction in a regression model, with possibly misspecified alternative distribution. This allows a general…