What is the mean absolute percent error of the following forecasts? Actual Demand Period 1 800 700 1800 300 750 2345 Forecast 720 720 720 720 720
What is the mean absolute percent error of the following forecasts? Actual Demand Period 1 800 700 1800 300 750 2345 Forecast 720 720 720 720 720
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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![**Mean Absolute Percent Error (MAPE) Calculation**
The table below shows the actual demand and forecasts for a series of periods:
| Period | Actual Demand | Forecast |
|--------|---------------|----------|
| 1 | 800 | 720 |
| 2 | 700 | 720 |
| 3 | 1800 | 720 |
| 4 | 300 | 720 |
| 5 | 750 | 720 |
The question is: What is the mean absolute percent error (MAPE) of these forecasts?
Options are:
- A. 0.4337
- B. 326
- C. 0.4528
- D. 0
- E. 1.1137
MAPE is calculated using the formula:
\[ \text{MAPE} = \frac{1}{n} \sum \left( \frac{| \text{Actual} - \text{Forecast} |}{\text{Actual}} \times 100\% \right) \]
Where \( n \) is the number of periods.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fd04645ef-6cf6-4d1b-a92f-7bdee3700327%2F3c7c9163-503b-4123-8696-9294b4bc8e23%2F08ldmro_processed.jpeg&w=3840&q=75)
Transcribed Image Text:**Mean Absolute Percent Error (MAPE) Calculation**
The table below shows the actual demand and forecasts for a series of periods:
| Period | Actual Demand | Forecast |
|--------|---------------|----------|
| 1 | 800 | 720 |
| 2 | 700 | 720 |
| 3 | 1800 | 720 |
| 4 | 300 | 720 |
| 5 | 750 | 720 |
The question is: What is the mean absolute percent error (MAPE) of these forecasts?
Options are:
- A. 0.4337
- B. 326
- C. 0.4528
- D. 0
- E. 1.1137
MAPE is calculated using the formula:
\[ \text{MAPE} = \frac{1}{n} \sum \left( \frac{| \text{Actual} - \text{Forecast} |}{\text{Actual}} \times 100\% \right) \]
Where \( n \) is the number of periods.

Transcribed Image Text:Below are multiple-choice options typically found in a question format on an educational platform. The context or specific question is not included, so each option is listed independently:
- **A.** 0.4337
- **B.** 326
- **C.** 0.4528
- **D.** 0
- **E.** 1.1137
- **F.** -0.1377
- **G.** 150
- **H.** 260.23
This image presumably represents the answer choices for a given question, often seen in tests or quizzes that involve mathematical computations or data analysis. There are no graphs or diagrams provided in the image to explain.
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