Let's consider logging the horizontal distance to road, water, fire variables. That will reduce the effect of those outliers and might improve our fit.
We do have zero-valued numbers so, we'll need to add 1 to the data then log it so that we can actually take the log. I know it works in OLS regression sometimes.
Let's consider logging the horizontal distance to road, water, fire variables. That will reduce the effect of those outliers and might improve our fit.
We do have zero-valued numbers so, we'll need to add 1 to the data then log it so that we can actually take the log. I know it works in OLS regression sometimes.