Generalized Linear Models w/ Examples in R, Solution to Problem 3.16

Question 3.16
Children were asked to build towers out of cubical and cylindrical blocks as high as they could [20, 33], and the number of blocks used and the time taken were recorded. The data (data set: blocks) and a fuller description are given in Problem 2.18 (p. 88). In that problem, a linear regression model was fitted to model the time to build the towers, based on the initial examination in Problem 1.9 (p. 28).

Perform a diagnostic analysis of the linear regression model fitted in Problem 2.18 (p. 88), and show a transformation of the response is necessary.

Fit an appropriate linear regression model to the data after applying the transformation, ensuring a diagnostic analysis.


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