Question 1 An article in Technometrics by S. C. Narula and J. F. Wellington (“Prediction, Linear Regression,...

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Question 1

An article in Technometrics by S. C. Narula and J. F.Wellington (“Prediction, Linear Regression, and a Minimum Sum ofRelative Errors,” Vol. 19, 1977) presents data on the selling price(y) and annual taxes (x) for 24 houses. The taxesinclude local, school and county taxes. The data are shown in thefollowing table.

Sale Price/1000Taxes/1000
25.94.9176
29.55.0208
27.94.5429
25.94.5573
29.95.0597
29.93.8910
30.95.8980
28.95.6039
35.95.8282
31.55.3003
31.06.2712
30.95.9592
30.05.0500
36.98.2464
41.96.6969
40.57.7841
43.99.0384
37.55.9894
37.97.5422
44.58.7951
37.96.0831
38.98.3607
36.98.1400
45.89.1416

(a) Calculate the least squares estimates of the slope andintercept.

β^1=Enter your answer; beta1 (Round your answer to 3 decimalplaces.)

β^0=Enter your answer; beta0 (Round your answer to 2 decimalplaces.)

(b) Find the mean selling price given that the taxes paid arex = 5.3.

Enter your answer in accordance to the item b) of the questionstatement (Round your answer to 2 decimal places.)

(c) Calculate the fitted value of y corresponding tox = 5.0208 (observation #2). Find the correspondingresidual.

y^=Enter your answer; the fitted value of y (Round your answerto 2 decimal places.)

y−y^=Enter your answer; the corresponding residual (Round youranswer to 2 decimal places.)

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Answer & Explanation Solved by verified expert
3.8 Ratings (628 Votes)
Xi n 49176 91416 24 64049Yi 259 458 24 346125Sxx Xi2Xi2n2 1042114 24 64049 2 575681Syy Yi2Yi2n2 2958165 24    See Answer
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