[R-sig-Geo] GGWR (family = Poission): Prediction of unknown location

Zia Ahmed zua3 at cornell.edu
Tue Feb 21 01:01:51 CET 2012


Hello,
I am trying to predict expected count for a geographical location  (file 
name:  data_181 - test data)  from a another data set (data_65 - 
work_data)  using GGWR poission model.  Following R code I used.  But No 
predicted counts were  found  in output SDF  file.  I am new in GGWR.   
Help will be appreciated. I attach my data sets here. Thanks
Zia

library(spgwr)
data(data_65)   # work data set
data(data_181) #  test data set

bw <- ggwr.sel(PopRisk_100TH ~ log10(WAS)*log10(GAS)+ 
offset(log(population_1000)), coords=cbind(data_65$x, data_65$y),
       data=data_65, family=poisson())
coordinates(data.181)<-~x+y
ggwr.181 <- ggwr(PopRisk_100TH ~ log10(WAS)*log10(GAS) + 
offset(log(population_1000)), coords=cbind(data.65$x, data.65$y),
       data=data.65,family=poisson(),bandwidth=bw,type = 
c("response"),fit.points = data.181)

 > ggwr.181$SDF


	sum.w 	X.Intercept. 	log10.wasMean. 	log10.gasMean. 
log10.wasMean..log10.gasMean. 	dispersion 	response_resids 	x 	y
1 	62.50764 	-2.36702 	1.45678 	-2.42768 	5.031622 	1 	NA 	2779558 
531287.3
2 	63.20595 	-2.36062 	1.451657 	-2.39074 	4.995947 	1 	NA 	2767150 
575319.5
3 	62.87379 	-2.36683 	1.456869 	-2.42598 	5.026145 	1 	NA 	2798559 
563289.6
4 	63.13653 	-2.36322 	1.453891 	-2.4054 	5.007724 	1 	NA 	2784218 
576455.7
5 	62.55473 	-2.36991 	1.459364 	-2.44354 	5.042596 	1 	NA 	2807095 	546223
6 	62.85015 	-2.36264 	1.453169 	-2.40282 	5.009307 	1 	NA 	2762510 
547772.6
7 	62.67004 	-2.36523 	1.455308 	-2.4175 	5.022374 	1 	NA 	2773146 
538941.8
8 	62.40817 	-2.36266 	1.452969 	-2.40357 	5.013347 	1 	NA 	2745574 
520650.3
9 	62.02654 	-2.36357 	1.453601 	-2.40908 	5.020167 	1 	NA 	2739576 
502023.7
10 	63.01464 	-2.35797 	1.449239 	-2.37628 	4.9865 	1 	NA 	2739005 
557044.6
11 	62.8022 	-2.35943 	1.450378 	-2.38489 	4.995307 	1 	NA 	2739341 
542981.4
12 	62.95506 	-2.36003 	1.45098 	-2.38804 	4.996592 	1 	NA 	2749492 
553074.4


-- 
---------------------
Zia Ahmed, PhD
Research Associate
Department of Crop and Soil Sciences
1002 Bradfield Hall, Cornell University
Ithaca, NY 14853-4203
t. 607.255.9387
f. 607.255.3207
email zua3 at cornell.edu


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