Canada Diamonds
Introduction
The objective of this assignment is to find the best model for predicting the price of a diamond based on the four Cβs β Cut, Carat, Clarity, and Color. Our goal is to see which of these variables has the greatest influence on the pricing of diamonds. In order to accomplish this, we will analyze a random selection of 44 round cut and 6 princess-cut diamonds from http://canadadiamonds.com. After analyzing our random sample, we will apply our knowledge of model building to recommend the equation that we believe best predicts the prices of diamonds.
Statistical Methods used for Analysis
After collecting the data (a random sample of 44 out of 183 round diamonds between 0.4 and 1.6 carat, and 6 out of 25 princess cut diamonds of the same carat range) the first action we had to do was transform the data from a test to numerical format in order to use it in determining a model for regression. The predictors for price that were given in text format on......
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