This data was collected to model a disaster scenario during tornados. Response variable y (0 or 1) refers to whether or no the neighborhood homes sustained substantial damage (1) or not (0). The dataset has two predictor variables D which is a measure of the size of the home, and S is the intensity of the storm.

(a) Fit an appropriate regression model using S and the log2 (ie, to the base 2) of D as predictors and interpret the parameter estimates

(b) Does the data show that the model is adequate? Are the coefficients significant?

(c) Plot the estimated response against log2(D). Provide an interpretation to this plot.

data: users.stat.umn.edu/~sandy/alr3ed/website/data/blowBF.txt