2 papers
cs.HC2025
PLanet: Formalizing and Analyzing Assignment Procedures in the Design of Experiments
London Bielicke, Anna Zhang, Shruti Tyagi +3
Experimental designs reflect assumptions about variable relationships that determine what causal queries researchers can answer through the experiment. Accounting for and communica…
stat.CO2021
Ensemble Markov chain Monte Carlo with teleporting walkers
Michael Lindsey, Jonathan Weare, Anna Zhang
We introduce an ensemble Markov chain Monte Carlo approach to sampling from a probability density with known likelihood. This method upgrades an underlying Markov chain by allowing…