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Basic11.8and assemble them for shipping. In order to assess the amount of time his assemblers devote tothis task, the retailer takes a random sample of 100 orders and records the number of items ineach order (Noltems) and the time needed to assemble the shipment.An online retailer needs to manage the amount of time needed to select the ordered itemsTime4.8 14.7 13.7 9.5 2.4 11.8 10.5 12.0 14.3 16.4 17.9 14.5 16.7 20.1 16.8Noltems 3 3 3 3 3 44 4 44 4 445Time20.8 26.8 12.9 13.0 15.4 10.8 20.3 22.3 20.0 21.9 20.7 20.9 19.9 17.1 19.1NoItems 5 55 5 6 6Time6 666 6 777717.2 18.1 17.9 12.9 19.6 27.9 22.2 23.2 17.5 15.3 21.8 17.9 20.1 18.9 29.3Noltems 78 8 8 888 9999 910 10 10Time21.5 26.5 28.2 25.1 26.1 28.2 22.3 21.8 25.5 24.4 18.1 26.7 24.6 30.1 21.5Time25.2 28.2 22.6 31.3 27.2 28.8 29.7 34.3 27.9 29.7 28.7 34.6 38.0 28.0 37.0NoItems 17 18 18 18 19 20 21 22 23 24 2525 25 26 27Time32.5 39.5 39.0 37.0 35.5 38.3 44.0 39.6 42.3 34.6 44.9 47.4 49.2 45.8 44.0NoItems 27 30 30 31 37 39 40 41 45 46Time46.1 42.9 48.3 46.0 48.2 54.7 49.9 55.4 57.1 52.4a. Plot the data on a scatterplote. Predict the amount of time needed to assemble a package containing 13 itemsusing both models. Was there much difference in your predictions?

Question
Basic
11.8
and assemble them for shipping. In order to assess the amount of time his assemblers devote to
this task, the retailer takes a random sample of 100 orders and records the number of items in
each order (Noltems) and the time needed to assemble the shipment.
An online retailer needs to manage the amount of time needed to select the ordered items
Time
4.8 14.7 13.7 9.5 2.4 11.8 10.5 12.0 14.3 16.4 17.9 14.5 16.7 20.1 16.8
Noltems 3 3 3 3 3 44 4 44 4 445
Time
20.8 26.8 12.9 13.0 15.4 10.8 20.3 22.3 20.0 21.9 20.7 20.9 19.9 17.1 19.1
NoItems 5 55 5 6 6
Time
6 666 6 7777
17.2 18.1 17.9 12.9 19.6 27.9 22.2 23.2 17.5 15.3 21.8 17.9 20.1 18.9 29.3
Noltems 78 8 8 888 9999 910 10 10
Time
21.5 26.5 28.2 25.1 26.1 28.2 22.3 21.8 25.5 24.4 18.1 26.7 24.6 30.1 21.5
Time
25.2 28.2 22.6 31.3 27.2 28.8 29.7 34.3 27.9 29.7 28.7 34.6 38.0 28.0 37.0
NoItems 17 18 18 18 19 20 21 22 23 24 2525 25 26 27
Time
32.5 39.5 39.0 37.0 35.5 38.3 44.0 39.6 42.3 34.6 44.9 47.4 49.2 45.8 44.0
NoItems 27 30 30 31 37 39 40 41 45 46
Time
46.1 42.9 48.3 46.0 48.2 54.7 49.9 55.4 57.1 52.4
a. Plot the data on a scatterplot
e. Predict the amount of time needed to assemble a package containing 13 items
using both models. Was there much difference in your predictions?
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Basic 11.8 and assemble them for shipping. In order to assess the amount of time his assemblers devote to this task, the retailer takes a random sample of 100 orders and records the number of items in each order (Noltems) and the time needed to assemble the shipment. An online retailer needs to manage the amount of time needed to select the ordered items Time 4.8 14.7 13.7 9.5 2.4 11.8 10.5 12.0 14.3 16.4 17.9 14.5 16.7 20.1 16.8 Noltems 3 3 3 3 3 44 4 44 4 445 Time 20.8 26.8 12.9 13.0 15.4 10.8 20.3 22.3 20.0 21.9 20.7 20.9 19.9 17.1 19.1 NoItems 5 55 5 6 6 Time 6 666 6 7777 17.2 18.1 17.9 12.9 19.6 27.9 22.2 23.2 17.5 15.3 21.8 17.9 20.1 18.9 29.3 Noltems 78 8 8 888 9999 910 10 10 Time 21.5 26.5 28.2 25.1 26.1 28.2 22.3 21.8 25.5 24.4 18.1 26.7 24.6 30.1 21.5 Time 25.2 28.2 22.6 31.3 27.2 28.8 29.7 34.3 27.9 29.7 28.7 34.6 38.0 28.0 37.0 NoItems 17 18 18 18 19 20 21 22 23 24 2525 25 26 27 Time 32.5 39.5 39.0 37.0 35.5 38.3 44.0 39.6 42.3 34.6 44.9 47.4 49.2 45.8 44.0 NoItems 27 30 30 31 37 39 40 41 45 46 Time 46.1 42.9 48.3 46.0 48.2 54.7 49.9 55.4 57.1 52.4 a. Plot the data on a scatterplot e. Predict the amount of time needed to assemble a package containing 13 items using both models. Was there much difference in your predictions?

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check_circleAnswer
Step 1

a.

Scatterplot of the data:

Software Procedure:

Step-by-step software procedures to draw scatter plot using MegaStat software is as follows:

  • Open an EXCEL file.
  • In column A and B, the No item and Time data were entered.
  • Click on Add Ins > click on MegaStat.
  • Select Correlation/Regression>Choose Scatter plot.
  • Select horizontal axis as the column of No item.
  • Select vertical axis as the column of
  • Click OK.

Scatter plot using EXCEL software is given below:

Step 2

By checking the scatter plot it can be said that the most of the points are on the best fit line. Hence, it can be said that the fit is good.

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Step 3

e.

Prediction of amount of time needed to assemble a package containing 13 items using both models.

Using least-squares regression equation:

From part a, the least-squares regression equation is:

y = 1.0...

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