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Bicycling World, a magazine devoted to cycling, reviews hundreds of bicycles throughout the year. Its Road-Race category contains reviews of bicycles used by riders primarily
Bicycling World, a magazine devoted to cycling, reviews hundreds of bicycles throughout the year. Its Road-Race category contains reviews of bicycles used by riders primarily interested in racing. One of the most important factors in selecting a bicycle for racing is its weight. Thr following data shoe the weight (pounds) and price ($) for 10 racing bicycles reviewed by the magazine.
ModelFierro7BHX5000DurbinUltralightSchmidtWSiltonAdvancedbicycletteveloSupremoTeamXTCRacerDOnofrioProAmericana#6Weight(lb)17.916.215.016.017.313.216.317.217.714.2Price($)2,2006,3508,4706,3004,1008,7006,1002,6803,5008,100 Please provide the steps on how you got the answer please!
A) Develop a scatter chart with weight as the independent variable. What does the scatter chart indicate about the relationship between the weight and price of these bicycles?
B) Use the data to develop an estimated regression equation that could be used to estimate the price for a bicycle, given its weight. What is the esrimated regression model?
C) Test whether each of the regression parameters B0 and B1 is equal to zero at a 0.05 level of significance. What are the correct interpretations of the estimated regression parameters? Are these interpretations reasonable?
D) How much of the variation in the prices of the bicycles in the sample does the regression model you estimated in part (b) explain?
E) The manufacturers of the D'Onofrio Pro plan to introduce the 15-lb D'Onofrio Elite bicycle later this year. Use the regression model you estimated in part (a) to predict the price of the D'Onofrio Elite.
F) The owner of Michele's Bikes of Nesika Beach, Oregon is trying to decide in advance whether to make room for the D'Onofrio Elite bicycle in its inventory. She is convinced that she will not be able to sell the D'Onofrio Elite for more than $7,000, and so she will not make room in her inventory for the bicycle unless its estimated price is less than $7,000. Under this condition and using the regression model you estimated in part (a), what decision should the owner of Michele's Bikes make?
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