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Selling Price and Amount Spent Advertising Were Entered into a Multiple

Question 1

Multiple Choice

Selling price and amount spent advertising were entered into a multiple regression to Determine what affects flat panel LCD TV sales.Based on the output below, which of the Following statements is/are true?

 Response Variable is Sales\text{ Response Variable is Sales}

 Predictor  Coef  SE Coef  T  P  Constant 90.1925.083.600.001 Price 0.030550.010053.040.005 Advertising 3.09260.36808.400.000\begin{array} { l r r r r } \text { Predictor } & \text { Coef } & \text { SE Coef } & \text { T } & \text { P } \\ \text { Constant } & 90.19 & 25.08 & 3.60 & 0.001 \\ \text { Price } & - 0.03055 & 0.01005 & - 3.04 & 0.005 \\ \text { Advertising } & 3.0926 & 0.3680 & 8.40 & 0.000 \end{array}
S=10.6075RSq=84.4%RSq(adj) =83.3%S = 10.6075 \quad R - S q = 84.4 \% \quad R - S q ( a d j ) = 83.3 \%

Analysis of Variance\text{Analysis of Variance}

 Source  DF  SS  MS  Regression 216477.38238.7 Residual Error 273038.0112.5 Total 2919515.4\begin{array} { l r r r } \text { Source } & \text { DF } & \text { SS } & \text { MS } \\ \text { Regression } & 2 & 16477.3 & 8238.7 \\ \text { Residual Error } & 27 & 3038.0 & 112.5 \\ \text { Total } & 29 & 19515.4 & \end{array}


A) The multiple regression model is significant overall.
B) Selling Price is a significant independent variable in explaining Bravia sales.
C) Amount Spent on Advertising is a significant independent variable in explaining Bravia sales.
D) Only A and B
E) A, B and C

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