This paper proposes smooth goodness of fit test statistic and its components to the distributional assumption unit-Lindley regression model, which is useful for describing data measured between zero one. Orthonormal polynomials on distribution, score functions Fisher's information matrix are provided test. Deviance Pearson's chi-square tests also adapted model. A parametric bootstrap simulation...