Panel data combine cross-sectional and time-series data. Data on economic, business, social, development issues are often presented in panel In constructing the regression model, it is necessary to take various steps for testing model specifications, including Chow test Hausman test. This study constructed a classical adaptive neuro-fuzzy inference system (RANFIS). The RANFIS by applying fuzzy ...