Computational-Statistics

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Problem Set Solutions

I have a fairly broad interest in problem-solving, from problems in statistics to algorithms. Over the years, I’ve accumulated a collection of problem sets from graduate coursework and independent study. These represent solutions to challenging …

Bootstrap Methods: When Theory Meets Computational Statistics

Bootstrap methods sit at a beautiful intersection: rigorous statistical theory implemented through brute-force computation.

The Core Idea

The bootstrap is conceptually simple: if you don’t know the sampling distribution of a statistic, …

STAT 575 - Computational Statistics - SIUe - Summer 2021

This is a problem set for STAT 575 - Computational Statistics at SIUe. These problem sets were given by Dr. Qiang Beidi, a professor in the Department of Mathematics and Statistics at Southern Illinois University Edwardsville (SIUe) during the Summer …