[R-sig-Geo] [SpatialFiltering] constant std error for eigenvectors in the linear model
Aquarius
yiyiwang.ut at gmail.com
Tue Aug 9 18:34:52 CEST 2011
Hi y'all,
I did a simple Spatial Filtering OLS model on land value with explanatory
variables: distance to CBD, slope, and other covaraites. The line of code is
copied below:
results= SpatialFiltering(LandValue_08 ~
Dist2CBD05+distfwy+distmaj+distmin+Slope+periarea, data=lu2,
nb=tmp$neighbours, style="W", ExactEV=TRUE, zero.policy=TRUE)
Then I used the selected 12 eigenvectors in the linear model:
results1=lm(LandValue_08 ~
Dist2CBD05+distfwy+distmaj+distmin+Slope+periarea+fitted(results),
data=lu2);
However, the std. error for the 12 eigenvectors (which serve as "synthetic
variables") are constant with value 9.254, as shown below:
Estimate Stdev T-Stats Pr(>|t|)
Constant 24.09 0.799 30.158 < 2e-16
DistCBD -1.747 0.104 -16.84 < 2e-16
DistFwy 2.221 0.229 9.696 < 2e-16
DistMaj 2.051 0.776 2.642 0.00846
DistMin -0.8192 0.347 -2.359 0.01866
Slope -0.2761 0.136 -2.037 0.04209
vec5 -176.8 9.254 -19.1 < 2e-16
vec3 -58.99 9.254 -6.374 3.86E-10
vec4 -53.27 9.254 -5.756 1.42E-08
vec2 49.86 9.254 5.387 1.06E-07
vec14 37.54 9.254 4.057 5.68E-05
vec31 37.50 9.254 4.052 5.79E-05
vec48 38.77 9.254 4.189 3.25E-05
vec57 34.17 9.254 3.692 0.00024
vec19 26.24 9.254 2.836 0.00474
vec33 26.92 9.254 2.909 0.00377
vec61 -32.43 9.254 -3.504 0.00049
vec6 21.04 9.254 2.274 0.02335
vec7 20.49 9.254 2.214 0.02724
vec16 20.90 9.254 2.258 0.02431
vec15 20.48 9.254 2.213 0.02728
vec46 23.87 9.254 2.579 0.01016
vec23 20.47 9.254 2.212 0.02734
vec40 -22.29 9.254 -2.409 0.01634
vec75 28.06 9.254 3.032 0.00254
vec18 18.81 9.254 2.032 0.04259
vec39 20.71 9.254 2.238 0.02561
vec84 28.32 9.254 3.06 0.00232
vec66 -23.46 9.254 -2.535 0.01153
vec86 26.56 9.254 2.87 0.00426
vec92 25.73 9.254 2.78 0.00562
vec12 15.40 9.254 1.664 0.09666
What is the cause for the constant std error?
Thanks a million in advance :)
Yiyi
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