This assignment is intended to help you learn how to apply forecasting and demand models as part of a business operations plan. Choose 3 quantitative elements that you would like to research in...

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This assignment is intended to help you learn how to apply forecasting and demand models as part of a business operations plan.






Choose 3 quantitative elements that you would like to research in relation to the organization that you selected for your business plan. These elements may be related to products, services, target market, consumer preferences, competition, personnel, resources, supply chain, financing, advertising, or other areas of interest. However, at least one of these elements should be related to a product or service that your organization is planning to offer.






Develop forecasts by implementing the following approach:



  1. Collect data, including old demand forecast (subjective data) and the actual demand outcomes.

  2. Establish the forecasting method (from readings). Decide on the balance between subjective and objective data and look for trends and seasonality.

  3. Forecast future demand using a forecasting method.

  4. Make decisions based on step 3.

  5. Measure the forecast error where applicable. Look for biases and improve the process.



Write a 525- to 700-word paper evaluating the findings from the supported data points above, and explain the impact of these findings on operational decision making. Insert charts and supporting data from Excel and other tools in your paper.



Cite references to support your assignment.

Answered 3 days AfterAug 20, 2021

Answer To: This assignment is intended to help you learn how to apply forecasting and demand models as part of...

Suraj answered on Aug 24 2021
152 Votes
Forecasting and demand models
There are many quantitative elements which are used for making forecasting for many organizations.
Those are given as follows:
Time series analysis: Time series analysis method helps many organizations to analyze price and returns from different periods. Also, they can check the different patterns of the data and make appropriate diagnosis to make it normal.
Regression analysis: Regression analysis is also an important method to make forecasting for any organization sales or returns. With the help of this method, we can make the forecasting models.
Economic models: economists usually use GDP or GDP growth rate as an indicator to analyze any company or organization economic growth. Because GDP is one measure specific period of time. Where as GDP model is given as follows:
GDP = C + G + I + (X-M)
Where, C denotes to consumption, I to investment, G to government purchase. X is the net export and M is import.
We chose the Amazon organization to complete this task.
Amazon Forecast is a completely overseen administration, so there are no workers to arrangement, and no AI models to assemble, train, or send.
Half more precise forecasts with AI
Amazon Forecast gives forecasts that are up to half more exact by utilizing AI to naturally find how time...
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