Performing linear regression on variables


Assignment:

Download "data-hw1.RData". The data set consists of latitude, longitude, and two more variables A and B at each spatial location. Using R and software fields, do the following:

Using "quilt.plot" command in fields, produce a spatial map of B. Overlay world-map.

Perform linear regression on B using A. Summarize your results of the regression and discuss the relationship between the two variables A and B.

Repeat 1 for the residuals from the regression in 2. Discuss similarities or differences between the two spatial maps from 1 and 3.

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