1 citations · 1 across the 2 of their papers we have counts for
4 papers · 1 filter
Generalized difference-in-differences
Denis Agniel, Max Rubinstein, Jessie Coe +1
We propose a new method for estimating causal effects in longitudinal/panel data settings that we call generalized difference-in-differences. Our approach unifies two alternative a…
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…
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…