Solution: No tortilla chip aficionado likes soggy chips, so

Chapter 13, Problem 15

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No tortilla chip aficionado likes soggy chips, so it is importantto find characteristics of the production process thatproduce chips with an appealing texture. The following dataon x 5 frying time (sec) and y 5 moisture content (%)appeared in the article Thermal and Physical Propertiesof Tortilla Chips as a Function of Frying Time (J. ofFood Processing and Preservation, 1995: 175189).x 5 10 15 20 25 30 45 60y 16.3 9.7 8.1 4.2 3.4 2.9 1.9 1.3a. Construct a scatterplot of y versus x and comment.b. Construct a scatterplot of the (ln(x), ln(y)) pairs andcomment.c. What probabilistic relationship between x and y issuggested by the linear pattern in the plot of part (b)?d. Predict the value of moisture content when fryingtime is 20, in a way that conveys information aboutreliability and precision.e. Analyze the residuals from fitting the simple linearregression model to the transformed data and comment.

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