AI RESEARCH

Conditional Rank-Rank Regression via Deep Conditional Transformation Models

arXiv CS.LG

ArXi:2603.07230v1 Announce Type: cross Intergenerational mobility quantifies the transmission of socio-economic outcomes from parents to children. While rank-rank regression (RRR) is standard, adding covariates directly (RRRX) often yields parameters with unclear interpretation. Conditional rank-rank regression (CRRR) resolves this by using covariate-adjusted (conditional) ranks to measure within-group mobility.