Research Article

Choosing the Right Spatial Weighting Matrix in a Quantile Regression Model

Table 8

Estimation results at the 0.5th quantile.

LSA Full pathSCAD
CoefficientP valueCoefficientP valueCoefficientP value

Intercept 1.991 0.000 1.948 0.000 1.799 0.000
CRIM−0.007 0.000 −0.007 0.000 −0.007 0.000
ZN 0.000 0.290 0.000 0.518
INDUS 0.002 0.216 0.003 0.178
CHAS 0.012 0.712
NOX2
RM2 0.013 0.000 0.013 0.000 0.014 0.000
AGE−0.001 0.102 −0.001 0.206 −0.001 0.096
log (DIS)−0.111 0.000 −0.102 0.001 −0.082 0.013
log (RAD) 0.054 0.002 0.057 0.001 0.050 0.007
TAX 0.000 0.001 0.000 0.000 0.000 0.002
PTRATIO−0.009 0.021 −0.009 0.027 −0.010 0.020
B 0.000 0.000 0.000 0.000 0.000 0.000
log (LSTAT)−0.189 0.000 −0.187 0.000 −0.164 0.000
n5w0.4 0.256 0.296
n6w0.4 0.406 0.000 0.146 0.547 0.416 0.000