Identification In Missing Data Models Represented By Directed Acyclic Graphs.

Rohit Bhattacharya Razieh Nabi Ilya Shpitser James M. Robins

Published in: CoRR (2019)

Keyphrases

directed acyclic graph
data model
structural learning
databases
equivalence class
equivalence classes

random variables
directed graph
causal models
bayesian network structure
database systems
conditional independence

causal discovery
missing values
causal reasoning
incomplete data
database

xml documents
temporal information
probability distribution
query language
reinforcement learning