Therapists don’t view hyper-independence as a personality trait—they see it as a learned survival strategy. It often develops ...

Source: Venezuelans are celebrating a phantom independence — and will soon realise they were sold a dummy It is ...

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in ...

We have a growing list of Conditional Independence (CI) test implementations (pgmpy.estimators.CITests, #2089, #2107). All these tests perform differently depending on the setting to which they are ...

ABSTRACT: Current high-dimensional feature screening methods still face significant challenges in handling mixed linear and nonlinear relationships, controlling redundant information, and improving ...

Latent class models can be used to estimate diagnostic accuracy without a gold standard test. Early studies often assumed independence between tests given the true disease state, however this can lead ...

We demonstrate the impact of conditional correlation on an asymptotic single risk factor model within the framework of dynamic credit provisioning and stress testing. Specifically, we show the effect ...

Abstract: Independence and conditional independence are fundamental concepts for reasoning about groups of random variables in probabilistic programs. Verification methods for independence are still ...

How do people celebrate around the world? By Lyna Bentahar Americans declared independence from the British 248 years ago. Throughout this long weekend, people will celebrate the holiday with a hot, ...

National independence is often heralded as a definitive step towards self-determination and the realisation of a country’s aspirations. However, in the case of Guyana, like many post-colonial ...