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Done #8
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"outputs": [ | ||
{ | ||
"data": { | ||
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pCDm8jZi4IpHM813IQAvBHmQWMqvxIrNrF0IuS/RnEwLcGu2s69H1jqB9gaWQ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\nBfNpR4dTD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Nice job with the G Function. Here is an example (using R) with the critical bounding envelope added. http://4.bp.blogspot.com/-OhBzDT4TSZg/VVdEfKo8YQI/AAAAAAAAQ9o/84HOh0_UFHc/s1600/Fig10.tiff
Hi Professor Jason Did you happen to see why every attribute I chose as a mark resulted in the same nearest neighbor value? I played around with it some more but just could not figure out where my series of implementations was not right. |
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