[R-sig-Geo] Spatial Statistics

[Joshua Onyango]

Hello,
I have some animal disease data which I wanted to spatially analyse using R though very new with using the software. Data has several variables which I will be looking to analyse as some of the factors that explain disease distribution in eight regions of England. Any clue how I go about the analysis including making some disease maps for the two years - 2011 and 2012?
Here is a quick view of the variables

| FARMNo | POSTCODE | County | Region | Region.Coding | LAT | LONG | EASTING | NORTHING | precip | tempmax | tempmean | tempmin | altitude | Flock2011 | Breed | orf-no.orf 2011 | Cases2011 | Flock2012 | orf-no.orf2012 | Cases2012 | Landarea.ha | Farming.practise | landforsheep | 2011.stocking.density | 2012.stocking.density | thistles | Ragwort | Nettles | Docks | Lambing.Mangement |
| 40 | MK44 2DH | Bedfordshire | East  | 1 | 52.20418 | -0.48039 | 503943 | 257305 | 49 | 13.4 | 9.6 | 5.9 | 78 | 225 | 2 | 1 | 0 | 190 | 1 | 0 | 16 | 1 | 16 | 14 | 12 | 1 | 0 | 0 | 5 | 1 |  |
| 176 | LU3 3PS | Bedfordshire | East  | 1 | 51.94303 | -0.44177 | 507205 | 228316 | 54 | 13.4 | 9.5 | 5.7 | 155 | 330 | 1 | 1 | 0 | 343 | 1 | 0 | 56 | 1 | 50 | 7 | 7 | 2 | 0 | 1 | 2 | 1 |  |
| 209 | LU7 0EP | Bedfordshire | East  | 1 | 51.93331 | -0.77006 | 484658 | 226803 | 54 | 13.3 | 9.5 | 5.7 | 137 | 770 | 2 | 2 | 8 | 810 | 2 | 8 | 94 | 2 | 65 | 12 | 12 | 1 | 0 | 4 | 0 | 1 |  |


Many thanks
Josh
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