Recently, there has been significant interest in linear regression the situation where predictors and responses are not observed matching pairs corresponding to same statistical unit as a consequence of separate data collection uncertainty integration. Mismatched can considerably impact model fit disrupt estimation parameters. In this article, we present method adjust for such mismatches under ...