The Test of Tests: A Framework For Differentially Private Hypothesis Testing

2 code implementations • 8 Feb 2023 • Zeki Kazan, Kaiyan Shi, Adam Groce, Andrew Bray

We present a generic framework for creating differentially private versions of any hypothesis test in a black-box way.

Improved Differentially Private Analysis of Variance

no code implementations • 1 Mar 2019 • Marika Swanberg, Ira Globus-Harris, Iris Griffith, Anna Ritz, Adam Groce, Andrew Bray

Hypothesis testing is one of the most common types of data analysis and forms the backbone of scientific research in many disciplines.

Two-sample testing

A Differentially Private Wilcoxon Signed-Rank Test

1 code implementation • 5 Sep 2018 • Simon Couch, Zeki Kazan, Kaiyan Shi, Andrew Bray, Adam Groce

Hypothesis tests are a crucial statistical tool for data mining and are the workhorse of scientific research in many fields.

R Markdown: Integrating A Reproducible Analysis Tool into Introductory Statistics

2 code implementations • 8 Feb 2014 • Ben Baumer, Mine Cetinkaya-Rundel, Andrew Bray, Linda Loi, Nicholas J. Horton

Nolan and Temple Lang argue that "the ability to express statistical computations is an essential skill."

Other Statistics 62-01