6 citations · 8 across the 2 of their papers we have counts for
3 papers
stat.ME2016★ 2 cited
Regression Discontinuity Designs: A Decision Theoretic Approach
Panayiota Constantinou, Aidan G. O'Keeffe
The regression discontinuity design (RDD) is a quasi-experimental design that can be used to identify and estimate the causal effect of a treatment using observational data. In an…
math.ST2015
Extended Conditional Independence and Applications in Causal Inference
Panayiota Constantinou, A. Philip Dawid
The goal of this paper is to integrate the notions of stochastic conditional independence and variation conditional independence under a more general notion of extended conditional…
math.ST2013★ 6 cited
A Formal Treatment of Sequential Ignorability
A. Philip Dawid, Panayiota Constantinou
Taking a rigorous formal approach, we consider sequential decision problems involving observable variables, unobservable variables, and action variables. We can typically assume th…