Imagine we have great covariates for correcting for unit nonresponse...

I am continuing on the recent article and commentaries on weighting to correct for unit nonresponse by Michael Brick, as published in the recent issue of the Journal of Official Statistics ( here ). The article by no means is all about whether one should impute or weight. I am just picking out one issue that got me thinking. Michael Brick rightly says that in order to correct succesfully for unit nonresponse using covariates, we want the covariates to do two things:

To weight or to impute for unit nonresponse?

This week, I have been reading the most recent issue of the Journal of Official Statistics , a journal that has been open access since the 1980s. In this issue is a critical review article of weighting procedures authored by Michael Brick with commentaries by Olena Kaminska ( here ), Philipp Kott ( here ), Roderick Little ( here ), Geert Loosveldt ( here ), and a rejoinder ( here ).