Topic: "estimation-statistics"
DarkEyes/BiCausality
A framework to infer causality on binary data using techniques in frequent pattern mining and estimation statistics. Given a set of individual vectors S={x} where x(i) is a realization value of binary variable i, the framework infers empirical causal relations of binary variables i,j from S in a form of causal graph G=(V,E).
Language: R - Size: 61.3 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1
DarkEyes/EDOIF
EDOIF is a nonparametric framework based on estimation statistics principle. Its main purpose is to infer orders of empirical distributions from different categories base on a probability of finding a value in one distribution that greater than the expectation of another distribution.
Language: R - Size: 13.3 MB - Last synced at: 16 days ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0