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124 International Multi. J. of PURE LIFE. 10(34), Spring. 2023
Based on Table 1, the Multiplier Test were carried
average HDI of people in out.
Jambi Province is 69.63. The The Chow test is used to
highest is 78.29 and the select the Common Effect
lowest is 64.15. (CE) model or the Fixed
2. Results of Data Analysis Effect (FE) model as the best
Panel data regression has model.
three models, namely the If the probability value of
Common Effect model, the the Cross-section Chi-square
Fixed Effect model, and the < α = 0.05, then select the
Random Effect model. To Fixed Effect model, and vice
determine the best model as a versa if the Cross-section F
predictive tool, the Chow Test, Chi-square > α = 0.05 select
Hausman Test, and Lagrange the Common Effect model.
Table 2. Chow test results (Redundant Fixed Effect)
Effects Test Statistic d.f. Prob.
Cross-section F 1.12 (8,25) 0.38
Cross-section Chi-square 11.03 8.00 0.20
model and the Random Effect
Based on Table 2, the Chi- (RE) model.
square cross-section probability If the random cross-section
value is 0.2 > 0.05, so it was probability value is < α =
decided that the Common 0.05, then the Fixed Effect
Effect model is better than the model is better than the
Fixed Effect model. Random Effect model, and
The Hausman test is used vice versa if the random
to select the best model Cross-section probability value
between the Fixed Effect is > α = 0.05, then the
