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math.ST2018★ 12 cited
On marginal and conditional parameters in logistic regression models
Elena Stanghellini, Marco Doretti
A fundamental research question is how much a variation in a covariate influences a binary response variable in a logistic regression model, both directly or through mediators. We…
math.ST2014
Parameter identifiability of discrete Bayesian networks with hidden variables
Elizabeth S. Allman, John A. Rhodes, Elena Stanghellini +1
Identifiability of parameters is an essential property for a statistical model to be useful in most settings. However, establishing parameter identifiability for Bayesian networks…