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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…