Discuss the time horizons for doing forecasting, and also identify 2 activities that are forecasted on each time horizon. !
Q: Explain the benefits does exponential smoothing have over moving avarages as a forecasting tool ?
A: While in Moving Averages the previous perceptions are weighted similarly, Exponential Smoothing…
Q: 1. a.) What is forecasting? b. Explain the importance of forecasting for managers like you? c.) What…
A: Forecasting is simply analyzing and evaluating the past or present data to determine or predict the…
Q: When to use of a time series forecasting technique, what assumptions are made?
A: The statistic techniques uses statistic on historical data and therefore the variables forecasted.…
Q: Which are the QUALITATIVE TECHNIQUES IN FORECASTING?
A: Forecasting is the process of identifying the demand accurately for future production planning and…
Q: What are the use of a time series forecasting and what assumption are made ?
A: Globalization is the process of contact and connection between people, businesses, and governments…
Q: Identify the critical conditions and trade-offs to take into account when selecting forecasting…
A: When choosing the forecasting technology, the important considerations cost and accuracy are…
Q: Explain what are the forecasting process principles?
A: Forecasting is the science of forecasting what will occur in the future based on past and current…
Q: Describe the different forecasting methods and provide an example of when each is most applicable.
A: Below is the solution:-
Q: Forecasting is critical in modern times. It is believed that it started as a consequence of the…
A: BUSINESS FORECASTING is a gauge or expectation of future advancements in business like deals,…
Q: Models for forecasting?
A: Forecasting models are one of the numerous methods used by organizations to forecast sales, supply…
Q: What is a time series and the rationale for forecasting based on a time series analysis?
A: Forecasting refers to the prediction of the future based on some evidence or a strong base.…
Q: Cinema HD an online movie streaming service that offers a wide variety of award-winning TV shows,…
A: This question is related to the topic- Forecasting and This topic falls under Business-Operations…
Q: There are two general approaches to forecasting, What are they?
A: Forecasting is a very important part of the organization. Forecasting is based on external forces…
Q: Forecasting Forecasting is important relative to capacity requirements planning. What are some of…
A: Qualitative data forecasting techniques mainly describes the characteristics and qualities of the…
Q: Explain the relationship between forecasting and quality management?
A: Total quality management (TQM) is a continual process of identifying and avoiding or eliminating…
Q: Identify the key differences between qualitative and quantitative forecasting methods. Which is…
A: Forecasting is the planning process that helps to predict the future aspects of the business or…
Q: What should be our forecast accuracy target if there is a high degree of volatility in customer…
A: Thank you for you question. As per our guidelines, We will be answering the first question for you…
Q: Distinguish between Planning and Forecasting. Answer must briefly.
A: Future demand is the forecasted demand for the products and services expected from the customers.
Q: what are the benefits of exponential smoothing forecasting?
A: Forecasting is the process of prediction in which sales demand is estimated using historic…
Q: The following data show the number of liters of gasoline sold by Mackrin's in Colorado for the past…
A: a) It is clear from the results that Exponential smoothing forecast model provides the Lowest mean…
Q: 1. Discuss the differences between Qualitative and Quantitative forecasting models. How do…
A: Since you have asked multiple questions, we will solve the first question for you. If you want any…
Q: Describe three different forecasting applications at Hard Rock.Name three other areas in which you…
A: Introduction: Hard Rock Cafe is a restaurant chain which is founded in the year 1971 in London and…
Q: Explain the term forecasting with least squares
A: Forecasting is a way of making a broader basis about the coming supported by facts. It can be used…
Q: How has the technology had an impact on forecasting?
A: Technology plays an important role in forecasting and has the ability to have a huge impact. We will…
Q: Describe the ASSOCIATIVE FORECASTING TECHNIQUES?
A: Associative forecasting is the technique of forecasting which uses several independent variables as…
Q: What strategic decisions do organizations need to make in terms of forecasting? What are some…
A: Forecasting is a methods in which business organization forecast the situation or threats that may…
Q: Can you tell the difference between "correct" and "true" when it comes to forecasting?
A: Forecasting is important in supply chain management because the production and inventory process of…
Q: What are the challenges involved in forecasting?
A: Concept Introduction : Organizations use forecasting as a tool to think about and plan for the…
Q: Assume that you have three forecasting models. For the first, MAD = 2.5, for the second, the MSE…
A: Answer : OPTION D ( One cannot conclude )
Q: Explain the Principles for the Forecasting Process?
A: There are many forecasting models and they differ in degree of complexity and amount of the data…
Q: Tim Hortons is planning to expand a new emarket by opening 6 branches. What are the 2 possible…
A: ANSWER IS AS FOLLOWS:
Q: Describe the various types of time-series and associative forecasting models. Which types of…
A: Time series models take a gander at past examples of information and endeavor to foresee the future…
Q: D.) compute MAPE for each data set. Which forecast appears to be more accurate?
A: Forecasting is the process in which estimation of future demand is determined using the previous or…
Q: Define and explain the forecasting technique which places more emphasis on recent values and explain…
A: Forecasting is the process of prediction in which sales demand is estimated using historic…
Q: Forecasting is critical in modern times. Business organizations manifested more concern with…
A: It is at the national, industry, and firm levels that business forecasting takes place. Forecasts…
Q: Write from your understanding the meaning of forecasting, forecasting time horizons, Seven Steps in…
A: Forecasting is a procedure that utilizations verifiable information as contributions to make…
Q: Forecasting follows seven basic steps. What are they?
A: Forecasting is a tool that allows educated predictions using historical data as inputs that are…
Q: Imagine you work for a breakfast cereal company that makes prepared products that are served cold.…
A: Here we have to know the specific interest of the customers .This can be conceivable by the interest…
Q: What forecasting tool is most appropriate when closely working with customers dependent on your…
A: CPFR (Collaborative planning, forecasting, and replenishment) is a forecasting tool that is the most…
Q: State and explain the value of seasonala indices in forecasting and how are seasonal patterns…
A: To be determined: State and explain the value of seasonal indices in forecasting and how are…
Q: Describe qualitative forecasting?
A: Qualitative forecast uses expert intuitive judgment rather than a scientific analysis. This…
Q: Explain and give an example of a weighted average in forecasting
A: A Weighted Moving Average puts more weight on late information and less on past information. This is…
Q: What is the strategic importance of forecasting for a business such as One Stop Car Repairs? What…
A: Forecasting is a technique that uses historical data as inputs to make estimates that are predictive…
Q: Explain how the technology of forecasting can be improved
A: Forecasting is a long-term and short-term activity that the company engages in on a regular basis.…
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- 1. Omar has heard from some of his customers that they will probably cut back on order sizes in thenext quarter. The company he works for has been reducing its sales force due to falling demand andhe worries that he could be next if his sales begin to fall off. Believing that he may be able to convince his customers not to cut back on orders, he turns in an optimistic forecast of his next quartersales to his manager. What are the pros and cons of doing that?The Hickory Company manufactures wooden desks. Management schedules overtime every weekend to reduce the backlog on the most popular models. The automatic routing machine is used to cut certain types of edges on the desktops. The following orders need to be scheduled for the routing machine: Order Time SinceOrder Arrived(hours ago) EstimatedMachineTime (hours) Due Date(hours fromnow) 1 2 3 4 5 6 5 3 1 0 10 3 15 9 7 12 8 18 20 21 The due dates reflect the need for the order to be at its next operation.a. Develop separate schedules by using the FCFS and EDD rules. Compare the schedules on the basis of average flow time and average past due hours.b. Comment on the performance of the two rules relative to these measures.The historical data for 4 perlods demand are 65, 60, B0, ond 70respectively Calculate the weighted moving verae (WMA) forecast of perlod 5 with welghts (0,4, 0,6)
- The following time series shows the sales of a particular product over the past 12 months. Month Sales 1 105 2 135 3 120 4 105 5 90 6 120 7 145 8 140 9 100 10 80 11 100 12 110 (a)Use ? = 0.4 to compute the exponential smoothing values for the time series. (Round your answers to two decimal places.) Month t Time Series Value Yt Forecast Ft 1 105 2 135 3 120 4 105 5 90 6 120 7 145 8 140 9 100 10 80 11 100 12 110 (b)Use a smoothing constant of ? = 0.6 to compute the exponential smoothing forecasts. (Round your answers to two decimal places.) Month t Time Series Value Yt Forecast Ft 1 105 2 135 3 120 4 105 5 90 6 120 7 145 8 140 9 100 10 80 11 100 12 1101. Using MAD as the criterion, which of the following models would you use for thegiven time series data? Why?A. Naïve approach;B. 5-month SMA model;C. WMA model with weights 0.1, 0.3, and 0.6; orD. ES model with α = 0.5 and a forecast of 3,500 liters in the first month.NOTE: In answering Item 1, mention the whole description of the model; i.e., not just“SMA model”, but “SMA model with n = ...”; not just “WMA model”, but “WMA modelwith weights ...”; not just “ES model”, but “ES model with α = ...”.15) Which is not considered to be an OPSCM execution process byany of the most popular models?Select one:A. returnsB. manufacturing/production/makeC. logisticsD. procurement/acquisition/purchasingE. research & development16) Purchasing’s role is to get the lowest possible price oneverything needed by OPSCM.Select one:A. TrueB. False17) Which OPSCM macro designs / operations models /manufacturing environments use a forecast to plan for fulfillmentof demand?Select one:A. MTO & ETOB. MTO & MTSC. CTO & MTSD. ETO & MTSE. All of them use forecasts.
- 11. Consider the following actual and forecast demand levels for Big Mac hamburgers at a local McDonald's restaurant: Day Actual Demand Forecast Demand Monday 88.00 88.00 Tuesday 72.00 88.00 Wednesday 68.00 84.00 Thursday 48.00 80.00 Friday − ? Part 2 The forecast for Monday was derived by observing Monday's demand level and setting Monday's forecast level equal to this demand level. Subsequent forecasts were derived by using exponential smoothing with a smoothing constant of 0.25. Using this exponential smoothing method, the forecast for Big Mac demand for Friday is __________ Big Macs (round your response to one decimal place).Corporate triple-A bond interest rates for 12 consecutive months follow. 9.6 9.4 9.5 9.7 9.9 9.8 9.8 10.6 10.0 9.8 9.6 9.6 (b) Develop three-month and four-month moving averages for this time series. (Round your answers to two decimal places.) Month Time SeriesValue 3-Month MovingAverage Forecast 4-Month MovingAverage Forecast 1 9.6 2 9.4 3 9.5 4 9.7 5 9.9 6 9.8 7 9.8 8 10.6 9 10.0 10 9.8 11 9.6 12 9.6 (c) Using the more accurate forecast, what is the moving average forecast for the next month? (Round your answer to two decimal places.)Explain the trade-off between responsiveness and stability in a forecasting system that uses time-series data. Who needs to be involved in preparing forecasts? 3. How has technology had an impact on forecasting? What capability would an organization have to have to not need forecasts? Give three examples of unethical conduct involving forecasting and the ethical principle each violates
- 4, The accompanying dataset provides the closing prices for four stocks and the stock exchange over 12 days. Complete parts a through c. Complete the exponential smoothing forecast model for stock B. (Type integers or decimals rounded to two decimal places as needed.) Date Forecast B 09/03/2010 09/07/2010 enter your response here 09/08/2010 enter your response here 09/09/2010 enter your response here 09/10/2010 enter your response here 09/13/2010 enter your response here 09/14/2010 enter your response here 09/15/2010 enter your response here 09/16/2010 enter your response here 09/17/2010 enter your response here 09/20/2010 enter your response here 09/21/2010 enter your response here Date A B C D Stock Exchange 09/03/2010 127.07 18.54 20.84 15.44 10,536.56 09/07/2010 124.84 18.21 20.45 15.55 10,245.77 09/08/2010 125.67 17.77 20.83 15.72…Sara manages one of the Albireds shoe lines, and is working to improve the group's forecasting capabilities so that production will more closely match actual demand (that's the goal, at least!). Work our the exponential smoothing with a smoothing constant equal to 0.2, (seed the model with a January forecast = 16,000). A weighted moving average using 0.6(t-1), 0.3(t-2) and 0.1(t-3)a. How many nurses should be working each month to most closely match patient forecasts?b. Suppose the hospital does not want to change its policy of not increasing the nursing staff size by more than 10 percent in any month. Suggest a schedule of nurse staffing over the four months that meets this requirement and also meets the need for nurses each month.
