- Conditional independence structures over four discrete random variables revisited: conditional Ingleton inequalities
2020/12/07 by Milan Studený, Milan Studeny · 1 citation
Computer Science · Decision Sciences · Mathematics · #Applied mathematics #Bayesian Modeling and Causal Inference #Calculus (dental) #Chain rule (probability) #Conditional entropy #Conditional expectation #Conditional independence #Conditional mutual information #Conditional probability #Discrete mathematics #Econometrics #Entropy (arrow of time) #Fuzzy Systems and Optimization #Independence (probability theory) #Inequality #Mathematical analysis #Mathematical economics #Mathematical proof #Mathematics #Multi-Criteria Decision Making #Principle of maximum entropy #Probability mass function #Random variable #Regular conditional probability #Rough Sets and Fuzzy Logic #Statistics #cs.AI #cs.IT #math.CO #math.IT #msc:52B40 #msc:68T37 #msc:94A17
- The Hardness of Conditional Independence Testing and the Generalised Covariance Measure
2018/04/30 by Rajen D. Shah, Jonas Peters · 1 citation
Computer Science · Mathematics · #Conditional independence #Conditional variance #Covariance #Distributed Sensor Networks and Detection Algorithms #Independence (probability theory) #Measure (data warehouse) #Random Matrices and Applications #Regular conditional probability #Statistical Methods and Inference #Statistical hypothesis testing #Test statistic #Univariate #math.ST #stat.TH