This paperwork emphasizes an alternative approach of SAS programming language for Linear Bayesian Regression with combination of Fuzzy Regression. The special of this method is, the method itself comprises of modeling, bootstrapping for linear minimization programming through fuzzy regression modeling based on the dependent and independent variables.