Short and Simple Confidence Intervals when the Directions of Some Effects are Known

Philipp Ketz, Adam McCloskey

We provide adaptive confidence intervals on a parameter of interest in the presence of nuisance parameters when some of the nuisance parameters have known signs. The confidence int…