Daniela Witten

collaborators

2 papers

stat.ME2026

Valid F-screening in linear regression

Olivia McGough, Daniela Witten, Daniel Kessler

Suppose that a data analyst wishes to report the results of a least squares linear regression only if the overall null hypothesis, $H_{0}^{1 : p} : I^_{1}^{2} = I^_{2}^{2} = \dots = I^_{p}^{2} = 0$ , is rej…

stat.ME2026

Post-selection inference with a single realization of a network

Ethan Ancell, Daniela Witten, Daniel Kessler

Given a dataset consisting of a single realization of a network, we consider conducting inference on a parameter selected from the data. In particular, we focus on the setting wher…