1 citations · 1 across the 1 of their papers we have counts for
4 papers
Microsimulation Model Calibration using Incremental Mixture Approximate Bayesian Computation
Carolyn Rutter, Jonathan Ozik, Maria DeYoreo +1
Microsimulation models (MSMs) are used to predict population-level effects of health care policies by simulating individual-level outcomes. Simulated outcomes are governed by unkno…
Bayesian mixture modeling for multivariate conditional distributions
Maria DeYoreo, Jerome P. Reiter
We present a Bayesian mixture model for estimating the joint distribution of mixed ordinal, nominal, and continuous data conditional on a set of fixed variables. The model uses mul…
Modeling for Dynamic Ordinal Regression Relationships: An Application to Estimating Maturity of Rockfish in California
Maria DeYoreo, Athanasios Kottas
We develop a Bayesian nonparametric framework for modeling ordinal regression relationships which evolve in discrete time. The motivating application involves a key problem in fish…
Categorical Data Fusion Using Auxiliary Information
Bailey K. Fosdick, Maria DeYoreo, Jerome P. Reiter
In data fusion analysts seek to combine information from two databases comprised of disjoint sets of individuals, in which some variables appear in both databases and other variabl…