Testing Monotone Continuous Distributions on High-dimensional Real Cubes [chapter]

Michał Adamaszek, Artur Czumaj, Christian Sohler
2010 Proceedings of the Twenty-First Annual ACM-SIAM Symposium on Discrete Algorithms  
We study the task of testing properties of probability distributions. We consider a scenario in which we have access to independent samples of an unknown distribution with infinite (perhaps even uncountable) support. Our goal is to test whether has a given property or it is -far from it (in the statistical distance, with the 1 -distance measure).
doi:10.1137/1.9781611973075.6 dblp:conf/soda/AdamaszekCS10 fatcat:mltwdubu7zcftmpdxvprgjj7ja