Statistical Modelling in Social Science Using Response Surface Methodology

Statistical Modelling for any socio-economic or other research, one may use Response Surface Methodology to do Analysis and try to develop Regression modal. The approach used in this analysis an amalgamation of statistical and mathematical approaches to develop, optimize and develop the modal. One of the good features of RSM is that it helps to develop a more accurate model to estimate the response and independent variables. It uses the analysis of variance method (ANOVA). We try to establish the existence of a relationship between a dependent variable and several independent variables. The multiple Linear Regression (MLR) model is a statistical model that establishes the existence of a linear relationship (association) between a dependent variable and several independent variables