This problem uses the diamonds data set in the ggplot2 package. Use the following code to import the diamonds data set.data(diamonds, package = "ggplot2") i. Apply logarithm transformation to the carat and the price variable in the data set using the log() function. ii. Fit a linear regression model regressinglog(price) againstlog(carat) and cut. Interpret the coefficient estimate.