The multivariate calibration problem deals with inference concerning an unknown value of a covariate vector based on observation response vector. Two distinct scenarios are considered in the problem: controlled where covariates non-stochastic, and random random. Under calibration, interest is computation confidence region for that computing prediction Assuming standard normal linear regression ...