Research Article

Analysis of Business Environment and Medical Insurance Coverage Rates in the Destination of China’s Migrant Population: Based on Geographically and Temporally Weighted Regression Model for Panel Data

Table 3

Overall statistical properties of the model.

GCV/RSS criterionAICc criterion
(Optimal spatial bandwidth = 31; optimal temporal bandwidth = 4)(Optimal spatial bandwidth = 30; optimal temporal bandwidth = 8)
Mixing effectIndividual fixed effectsPeriod fixed effectsIndividual-period fixed effectsMixing effectIndividual fixed effectsPeriod fixed effectsIndividual-period fixed effects

Proportion of significance of local coefficient estimates45.2%55.78%57.3%77.85%45.7%77.02%55.1%78.66%

Sample size248248248248248248248248

Degree of freedom86958795116119116120

Estimates of the variance of the random disturbance term0.03450.00480.02690.01660.02800.00590.02030.0129

CV guidelines2.97010.45312.34171.57833.24960.69752.34901.5526

GCV guidelines0.00000.00000.00000.00000.00000.00000.00000.0000

AICc guidelines−118.58−611.97−183.00−302.25−170.19−560.37−253.31−364.02

Modified goodness of fit0.98450.6789−0.24820.99940.9697−0.1195−2.30290.9994

F-statistic7551.0518.692.9027845.016805.0186.8687.229235.0

Probability of the F-statistic0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000

Modified probability threshold ()0.0190.0240.0260.0280.0830.0230.1570.027
0.0950.1210.1280.1410.4160.1130.7870.136
0.1900.2420.2560.2820.8330.2261.5740.273

Log-likelihood value65.46310.9696.37156.1991.41285.38131.65187.20