Question

In: Math

1. Consider the relationship between the number of bids an item on eBay received and the...

1. Consider the relationship between the number of bids an item on eBay received and the item's selling price. The following is a sample of 55 items sold through an auction.

Price in Dollars 2222 2626 2727 3636 4545
Number of Bids 11 44 55 55 77

Step 1 of 5: Calculate the sum of squared errors (SSE). Use the values b0= −1.9336 and b1= 0.2030 for the calculations. Round your answer to three decimal places.

Step 2 of 5: Calculate the estimated variance of errors, s2e. Round your answer to three decimal places.

Step 3 of 5: Calculate the estimated variance of slope, s2b1. Round your answer to three decimal places.

Step 4 of 5: Construct the 80% confidence interval for the slope. Round your answers to three decimal places.

Lower endpoint:

Upper endpoint:

Step 5 of 5: Construct the 98% confidence interval for the slope. Round your answers to three decimal places.

Lower endpoint:

Upper endpoint:

Solutions

Expert Solution

step 1:

SSE =Syy-(Sxy)2/Sxx= 5.069

Step 2 of 5:

error Variance σ2 = s2 =SSE/(n-2) = 1.690

Step 3 of 5:

Calculate the estimated variance of slope,=s2/Sxx =0.005

Step 4 of 5:

for 80 % CI value of t= 1.6380
margin of error E=t*std error                            = 0.115
lower confidence bound=estimated slope-margin of error = 0.088
Upper confidence bound=estimated slope+margin of error= 0.318

Step 5 of 5:

for 98 % CI value of t= 4.5410
margin of error E=t*std error                            = 0.319
lower confidence bound=estimated slope-margin of error = -0.116
Upper confidence bound=estimated slope+margin of error= 0.522

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