4 code implementations • 24 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.
1 code implementation • 18 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
4 code implementations • 18 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