Data integration has become increasingly popular owing to the availability of multiple data sources. This study considered quantile regression estimation when a key covariate had proxies across several datasets. In unified procedure, proposed method incorporates that have both linear and nonlinear relationships with unobserved covariates. The approach allows inference function covariates does n...