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The Pilot Pen Company has decided to use 15 test markets to examine the sensitivity of demand for its new product to various prices, as

The Pilot Pen Company has decided to use 15 test markets to examine the sensitivity of demand for its new product to various prices, as shown in the following table. Advertising effort was identical in each market. Each market had approximately the same level of business activity and population.

Complete the following worksheet and then estimate the demand function for Pilot's new pen using a linear regression model.

Test Market

Price Charged

Quantity Sold

(cents)

(Thousands of Pens)

ii xixi yiyi xixiyiyi xi2xi2 yi2yi2
1 50 20 1,000 2,500 400
2 50 21 1,050 2,500 441
3 55 19 1,045 3,025 361
4 55 19.5 1,072.5 3,025 380.25
5 60 19.5 1,170 3,600 380.25
6 60 19 1,140 3,600 361
7 65 15.5 1,007.5 4,225 240.25
8 65 15 975 4,225 225
9 70 14.5 1,015 4,900 210.25
10 70 15.5 1,085 4,900 240.25
11 80 13 1,040 6,400 169
12 80 14 1,120 6,400 196
13 90 11.5 1,035 8,100 132.25
14 90 11 990 8,100 121
15 40 17 680 1,600 289
Total 980 245 67,100

Regression Parameters

Estimations

Slope ()
Intercept ()

What is the standard error of the estimate (sese)?

1.635

1.346

104.658

What is the estimate of the standard deviation of the estimated slope (sbsb)?

0.024

0.029

1.888

Can you reject the hypothesis (at the 0.05 level of significance) that there is no relationship (i.e., =0=0) between the price and quantity variables? (Hint: t0.025,13=2.16t0.025,13=2.16)

No

Yes

Complete the following worksheet and then use it to calculate the coefficient of determination.

ii

xixi

yiyi

yy^

(yiy)2y^iy2

(yiy)2yiy2

1 50 20 19.248 8.495 13.444
2 50 21 19.248 8.495 21.778
3 55 19 18.303 3.880 7.111
4 55 19.5 18.303 3.880 10.028
5 60 19.5 17.358 1.050 10.028
6 60 19 17.358 1.050 7.111
7 65 15.5 16.413 0.006 0.694
8 65 15 16.413 0.006 1.778
9 70 14.5 15.468 0.749 3.361
10 70 15.5 15.468 0.749 0.694
11 80 13 13.578 7.592 11.111
12 80 14 13.578 7.592 5.444
13 90 11.5 11.688 21.579 23.361
14 90 11 11.688 21.579 28.444
15 40 17 21.138 23.085 0.444
Total

The coefficient of determination (r2r2) is

What is the price elasticity of demand at a price of 50 cents?

-0.02

-0.46

0.03

-0.50

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