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A Collector of Grandfather Clocks Believes That the Price Received yy

Question 51

Multiple Choice

A collector of grandfather clocks believes that the price received for the clocks at an auction increases with the number of bidders, but at an increasing (rather than a constant) rate. Thus, the model proposed to best explain auction price ( yy , in dollars) by number of bidders (x) ( x ) is the quadratic model
E(y) =β0+β1x+β2x2E ( y ) = \beta _ { 0 } + \beta _ { 1 } x + \beta _ { 2 } x ^ { 2 }
This model was fit to data collected for a sample of 32 clocks sold at auction; a portion of the printout follows:
 PARAMETER  STANDARD  T FOR 0:  VARIABLES  ESTIMATE  ERROR  PARAMETER =0 PROB > |T|  INTERCEPT 286.429.6629.64.0001X.31.065.14.0016XX.000067.000070.95.3600\begin{array}{lrrrr}\hline & \text { PARAMETER } & \text { STANDARD } & \text { T FOR 0: } & \\\text { VARIABLES } & \text { ESTIMATE } & \text { ERROR } & \text { PARAMETER }=0 & \text { PROB > |T| } \\& & & & \\\text { INTERCEPT } & 286.42 & 9.66 & 29.64 & .0001 \\\mathrm{X} & .31 & .06 & 5.14 & .0016 \\\mathrm{X} \cdot \mathrm{X} & -.000067 & .00007 & -0.95 & .3600 \\\hline\end{array}

Give the pp -value for testing H0:β2=0H _ { 0 } : \beta _ { 2 } = 0 against Ha:β20H _ { \mathrm { a } } : \beta _ { 2 } \neq 0 .


A) .18
B) .05
C) .36
D) .0016

Correct Answer:

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