Search Results for author: Steven R. Howard

Found 3 papers, 3 papers with code

Sequential estimation of quantiles with applications to A/B-testing and best-arm identification

4 code implementations24 Jun 2019 Steven R. Howard, Aaditya Ramdas

We propose confidence sequences -- sequences of confidence intervals which are valid uniformly over time -- for quantiles of any distribution over a complete, fully-ordered set, based on a stream of i. i. d.

valid

The uniform general signed rank test and its design sensitivity

1 code implementation18 Apr 2019 Steven R. Howard, Samuel D. Pimentel

A sensitivity analysis in an observational study tests whether the qualitative conclusions of an analysis would change if we were to allow for the possibility of limited bias due to confounding.

Methodology

Time-uniform, nonparametric, nonasymptotic confidence sequences

4 code implementations18 Oct 2018 Steven R. Howard, Aaditya Ramdas, Jon McAuliffe, Jasjeet Sekhon

A confidence sequence is a sequence of confidence intervals that is uniformly valid over an unbounded time horizon.

Statistics Theory Probability Methodology Statistics Theory

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