25. Consider the following time series data: a. b. Quarter 1 2 3 4 Year 1 4 4235 2 3 5 Year 2 6 3 5 7 Year 3 7 6 6 8 Construct a time series plot. What type of pattern exists in the data? Use a multiple regression model with dummy variables as follows to develop an equation to account for seasonal effects in the data. Qtr1 = 1 if Quarter 1, 0 otherwise; Qtr2 = 1 if Quarter 2, 0 otherwise; Qtr3 = 1 if Quarter 3, 0 otherwise. c. Compute the quarterly forecasts for next year.
25. Consider the following time series data: a. b. Quarter 1 2 3 4 Year 1 4 4235 2 3 5 Year 2 6 3 5 7 Year 3 7 6 6 8 Construct a time series plot. What type of pattern exists in the data? Use a multiple regression model with dummy variables as follows to develop an equation to account for seasonal effects in the data. Qtr1 = 1 if Quarter 1, 0 otherwise; Qtr2 = 1 if Quarter 2, 0 otherwise; Qtr3 = 1 if Quarter 3, 0 otherwise. c. Compute the quarterly forecasts for next year.
Practical Management Science
6th Edition
ISBN:9781337406659
Author:WINSTON, Wayne L.
Publisher:WINSTON, Wayne L.
Chapter2: Introduction To Spreadsheet Modeling
Section: Chapter Questions
Problem 20P: Julie James is opening a lemonade stand. She believes the fixed cost per week of running the stand...
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Question
![25. Consider the following time series data:
Quarter
1
234
Year 1
4
4235
2
5
Year 2
6357
5
7
Year 3
7
6
6
8
a. Construct a time series plot. What type of pattern exists in the data?
b. Use a multiple regression model with dummy variables as follows to develop an
equation to account for seasonal effects in the data. Qtr1 = 1 if Quarter 1, 0 otherwise;
Qtr2 = 1 if Quarter 2, 0 otherwise; Qtr3 = 1 if Quarter 3, 0 otherwise.
c. Compute the quarterly forecasts for next year.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F3b0c1c96-b299-40d6-b689-185a6fdd4c3b%2Fa837d40f-7b27-4360-b801-ec49ceee147c%2Fmwo46t8_processed.png&w=3840&q=75)
Transcribed Image Text:25. Consider the following time series data:
Quarter
1
234
Year 1
4
4235
2
5
Year 2
6357
5
7
Year 3
7
6
6
8
a. Construct a time series plot. What type of pattern exists in the data?
b. Use a multiple regression model with dummy variables as follows to develop an
equation to account for seasonal effects in the data. Qtr1 = 1 if Quarter 1, 0 otherwise;
Qtr2 = 1 if Quarter 2, 0 otherwise; Qtr3 = 1 if Quarter 3, 0 otherwise.
c. Compute the quarterly forecasts for next year.
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