Paul D. McNicholas is an Irish-Canadian statistician. He is a professor and University Scholar in the Department of Mathematics and Statistics at McMaster University. In 2015, McNicholas was awarded the Tier 1 Canada Research Chair in Computational Statistics. McNicholas uses computational statistics techniques, and mixture models in particular, to gain insight into large and complex datasets. He is editor-in-chief of the Journal of Classification.