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Causal e§ects of monetary shocks: Semiparametric conditional independence tests with a multinomial propensity score
conditional independence tests instrument
2015/9/22
Macroeconomists have long been concerned with the causal e§ects of monetary policy. When the identiÖcation of causal e§ects is based on a selection-on-observables assumption, non-causality amount...
Minimal primes of ideals arising from conditional independence statements
conditional independence statements Commutative Algebra
2011/9/22
Abstract: We consider ideals, arising in the context of conditional independence models, that generalize those considered by Fink [6] in a way distinct from the generalization of [11]. We describe the...
Determining full conditional independence by low-order conditioning
conditional independence graphical models Markov properties separability ingraphs undirected graphs
2010/4/29
A concentration graph associated with a random vector is an undirected graph where each
vertex corresponds to one random variable in the vector. The absence of an edge between any
pair of vertices (...
Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption
Treatment effects balancing score propensity score causal model
2013/10/17
The assumption that the assignment to treatments is ignorable conditional on attributes plays an important role in the applied statistic and econometric evaluation literature. Another term for it is c...