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. 2023 Mar 15;56(3):1943–1969. doi: 10.1007/s10644-023-09493-w

Table 6.

Regression analysis

Seemingly unrelated regression
Equation Obs Parms RMSE “R-sq” chi2 P
qual_life 266 13 .2786898 0.1193 133.91 0.0000
environment 266 11 .405998 0.0978 93.44 0.0000
commerce 266 32 .2217602 0.1780 87.95 0.0000
area_growth 266 14 .2425586 0.1130 33.87 0.0022

Here we estimate a system of equations where we allow the error terms to be correlated. The estimates are based on linear probability models, with heteroskedasticity robust standard errors