FinalReport
Waldemar Ortiz-Calo
2022-04-18
North
Box and Whisker Plot
Correlation Plot
Model
##
## Call:
## glm(formula = choice ~ proportion_water + proportion_developed +
## proportion_barren + proportion_forest + proportion_shrub +
## proportion_grassland + proportion_wetland, family = binomial(link = "logit"),
## data = deer_north, na.action = "na.fail")
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -3.5141 -0.9548 0.0716 1.0637 2.6078
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -0.839731 0.003806 -220.65 <2e-16 ***
## proportion_water -2.767621 0.097251 -28.46 <2e-16 ***
## proportion_developed -2.846081 0.044808 -63.52 <2e-16 ***
## proportion_barren -30.419314 0.875381 -34.75 <2e-16 ***
## proportion_forest 4.146895 0.012276 337.80 <2e-16 ***
## proportion_shrub 13.811528 0.354119 39.00 <2e-16 ***
## proportion_grassland -1.622923 0.131687 -12.32 <2e-16 ***
## proportion_wetland 5.924088 0.037141 159.50 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 1770406 on 1277077 degrees of freedom
## Residual deviance: 1560657 on 1277070 degrees of freedom
## AIC: 1560673
##
## Number of Fisher Scoring iterations: 5Predictive Raster
South
Box and Whisker Plot
Correlation Plot
Model
##
## Call:
## glm(formula = choice ~ proportion_water + proportion_developed +
## proportion_barren + proportion_decidousforest + proportion_evergreenforest +
## proportion_mixedforest + proportion_shrub + proportion_grassland +
## proportion_wetland, family = binomial(link = "logit"), data = deer_south,
## na.action = "na.fail")
##
## Deviance Residuals:
## Min 1Q Median 3Q Max
## -1.7173 -1.1581 0.1768 1.1313 4.0012
##
## Coefficients:
## Estimate Std. Error z value Pr(>|z|)
## (Intercept) -0.29778 0.00549 -54.239 <2e-16 ***
## proportion_water -3.15698 0.34077 -9.264 <2e-16 ***
## proportion_developed -4.03739 0.04482 -90.080 <2e-16 ***
## proportion_barren -41.17711 1.40839 -29.237 <2e-16 ***
## proportion_decidousforest 0.86818 0.00710 122.277 <2e-16 ***
## proportion_evergreenforest -5.10042 0.04397 -116.009 <2e-16 ***
## proportion_mixedforest 3.03847 0.04343 69.960 <2e-16 ***
## proportion_shrub 1.72189 0.03488 49.367 <2e-16 ***
## proportion_grassland -3.80726 0.04282 -88.909 <2e-16 ***
## proportion_wetland -25.91868 0.60420 -42.898 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## (Dispersion parameter for binomial family taken to be 1)
##
## Null deviance: 2077936 on 1498913 degrees of freedom
## Residual deviance: 2005962 on 1498904 degrees of freedom
## AIC: 2005982
##
## Number of Fisher Scoring iterations: 6