Evaluating the Equality of Regression Models With Self-Developed Stratocracy and Bureaucracy Models

This research investigated and compared regression models to determine if there was equality between federal government capital expenditure and economic growth from 1981 to 2022.This research utilized secondary data obtained from the National Bureau of Statistics and Federal Ministry of Finance, Office of the Accountant General of the Federation, and also utilized multiple regression models to analyze the data.The Durbin method was utilized to identify the important variables in a multiple regression model, and a test was conducted to assess if the models were equal; this revealed that all the models' parameters estimate were significant at 5% except constant parameter, which seem biased.It was discovered that the most suitable model among the three regression models (Stratocracy, Bureaucracy and Pooled) was the Pooled Model, which has the highest R 2 value with 100%, have the smallest HQC value of -408.150 and the highest F-value of 79773673382 respectively.