Question: A consumer analyst collected the following data on the screen sizes of popular LCD televisions sold recently at a large retailer: Manufacturer Screen Price Sharp

A consumer analyst collected the following data on the screen sizes of popular LCD televisions sold recently at a large retailer:

ManufacturerScreenPrice
Sharp45$2,430.50
Samsung412,383.00
Samsung371,756.00
Sony281,360.00
Sharp321,114.50
Samsung502,850.00
Samsung511,182.00
Sharp331,273.50
Sharp341,249.00
Sony321,394.00
Sony351,997.00
Samsung25950.00
Sharp502,932.50
Sharp543,150.00
Sharp25780.00
Samsung281,039.50
Sharp421,980.50
Samsung422,233.50
Sony522,998.50
Sony351,931.00
Sony341,893.00
Sony321,200.00
Sony361,607.50
(b)Which variable is the "dependent" variable?
Screen size
Price

(c-1)

Use statistical software to determine the regression equation. (Round your answers to the nearest whole number. Negative amounts should be indicated by a minus sign.)

Price = + Screen.
(c-2)

Interpret the value of the slope in the regression equation. (Round your answer to the nearest whole number.)

For each inch increase in screen size, the price increases $ on average.

(d)

Include the manufacturer in a multiple linear regression analysis using a "dummy" variable. Does it appear that some manufacturers can command a premium price? Hint: You will need to use a set of indicator variables. (Round your answers to 2 decimal places. Negative amounts should be indicated by a minus sign.)

Price = + Screen + Manufacturer Sharp + Manufacturer Sony
(e)

Test each of the individual coefficients to see if they are significant. (Round your answers to 2 decimal places.

PredictorTP
Screen
Manufacturer_Sharp
Manufacturer_Sony

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