most citedVertical Dependency in Sequences of Categorical Random Variables

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math.PR2017★ 1 cited

Vertical Dependency in Sequences of Categorical Random Variables

Rachel Traylor, Jason Hathcock

This paper develops a more general theory of sequences of dependent categorical random variables, extending the works of Korzeniowski (2013) and Traylor (2017) that studied first-k…

math.PR2017

A Generalized Multinomial Distribution from Dependent Categorical Random Variables

Rachel Traylor

Categorical random variables are a common staple in machine learning methods and other applications across disciplines. Many times, correlation within categorical predictors exists…