Exam 4: Forecasting Demand

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List and briefly describe the three major types of forecasts that organizations use in planning future operations.

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Identify the seven steps involved in forecasting.

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A six-month moving average forecast is generally better than a three-month moving average forecast if demand:

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In trend projection,the trend component is the slope of the regression equation.

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Weekly sales of ten-grain bread at the local organic food market are provided in the table below.Based on these data,forecast week 9 using a five-week moving average. Week Sales 1 415 2 389 3 420 4 382 5 410 6 432 7 405 8 421

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A small family-owned restaurant uses a seven-day moving average model to determine manpower requirements.These forecasts need to be seasonalized because each day of the week has its own demand pattern.The seasonal indices for each day of the week are: Monday 0.445;Tuesday 0.791;Wednesday 0.927;Thursday 1.033;Friday 1.422;Saturday 1.478;and Sunday 0.903.Average daily demand based on the most recent moving average is 194 patrons.What is the seasonalized forecast for each day of next week?

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The three major types of forecasts used by organizations in planning future operations are:

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Given the following data,calculate the three-year moving averages for years 4 through 10. Given the following data,calculate the three-year moving averages for years 4 through 10.

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The degree or strength of a relationship between two variables is shown by the:

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A measure of forecast error that does not depend upon the magnitude of the item being forecast is the ________.

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Suppose that the demand in period 1 was 7 units and the demand in period 2 was 9 units.Assume that the forecast for period 1 was for 5 units.If the firm uses exponential smoothing with an alpha value of .20,what should be the forecast for period 3? (Round answers to two decimal places. )

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The last four weekly values of sales were 80,100,105,and 90 units,respectively.The last four forecasts (for the same four weeks)were 60,80,95,and 75 units,respectively.Calculate the MAD,MSE,and MAPE for these four weeks. The last four weekly values of sales were 80,100,105,and 90 units,respectively.The last four forecasts (for the same four weeks)were 60,80,95,and 75 units,respectively.Calculate the MAD,MSE,and MAPE for these four weeks.

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What is the key difference between weighted moving average and simple moving average approaches to forecasting?

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What is the difference between an associative model and a time-series model?

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A skeptical manager asks what short-range forecasts can be used for.Give her three possible uses/purposes.

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Focus forecasting tries a variety of computer models and selects the best one for a particular application.

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What is the forecast for May based on a weighted moving average applied to the following past demand data and using the weights: 4,3,2 (largest weight is for most recent data)? What is the forecast for May based on a weighted moving average applied to the following past demand data and using the weights: 4,3,2 (largest weight is for most recent data)?

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What is the forecast for May using a four-month moving average? What is the forecast for May using a four-month moving average?

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Given an actual demand this period of 103,a forecast value for this period of 99,and an alpha of .4,what is the exponential smoothing forecast for next period?

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The primary purpose of the mean absolute deviation (MAD)in forecasting is to:

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