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Exponential smoothing adds a percentage (called alpha)of the last period's forecast to estimate the next period's demand.

A) True
B) False

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A control chart involves setting action limits for cumulative forecast error.

A) True
B) False

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Bias is measured by the ratio of the cumulative sum of forecast errors to the mean absolute deviation (MAD).

A) True
B) False

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Which of the following is not a type of judgmental forecasting?


A) executive opinions
B) sales force opinions
C) consumer surveys
D) the Delphi method
E) time series analysis

F) C) and D)
G) A) and B)

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Moving average forecasting techniques do the following:


A) Immediately reflect changing patterns in the data.
B) Lead changes in the data.
C) Smooth variations in the data.
D) Operate independently of recent data.
E) Assist when organizations are relocating.

F) A) and B)
G) A) and C)

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A forecast based on the previous forecast plus a percentage of the forecast error is:


A) a naive forecast.
B) a simple moving average forecast.
C) a centered moving average forecast.
D) an exponentially smoothed forecast.
E) an associative forecast.

F) A) and C)
G) B) and E)

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The primary difference between seasonality and cycles is:


A) the duration of the repeating patterns.
B) the magnitude of the variation.
C) the ability to attribute the pattern to a cause.
D) the direction of the movement.
E) there are only four seasons but 30 cycles.

F) D) and E)
G) A) and C)

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The naive forecast is limited in its application to series that reflect no trend or seasonality.

A) True
B) False

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The use of a control chart assumes that random errors are normally distributed about a mean of zero.

A) True
B) False

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Given an actual demand of 59, a previous forecast of 64, and an alpha of 0.3, what would the forecast for the next period be using simple exponential smoothing?


A) 36.9
B) 57.5
C) 60.5
D) 62.5
E) 65.5

F) C) and E)
G) None of the above

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A manager uses the following equation to predict monthly receipts: Y t = 40,000 + 150t. What is the forecast for July if t = 0 in April of this year?


A) 40,450
B) 40,600
C) 42,100
D) 42,250
E) 42,400

F) A) and E)
G) A) and D)

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Forecasting techniques that are based on time-series data assume that future values of the series will duplicate past values.

A) True
B) False

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The mean absolute deviation is used to:


A) estimate the trend line.
B) eliminate forecast errors.
C) measure forecast accuracy.
D) seasonally adjust the forecast.
E) compute periodic forecast errors.

F) A) and D)
G) D) and E)

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The more novel a new product or service design is, the more forecasters have to rely on


A) subjective estimates.
B) seasonality.
C) cyclicality.
D) historical data.
E) smoothed variation.

F) A) and E)
G) B) and C)

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Given the following historical data and weights of 0.5, 0.3, and 0.2, what is the three-period moving average forecast for period 5? Given the following historical data and weights of 0.5, 0.3, and 0.2, what is the three-period moving average forecast for period 5?   A) 144.20 B) 144.80 C) 144.67 D) 143.00 E) 144.00


A) 144.20
B) 144.80
C) 144.67
D) 143.00
E) 144.00

F) All of the above
G) None of the above

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A concert promoter is forecasting this year's attendance for one of his concerts based on the following historical data: A concert promoter is forecasting this year's attendance for one of his concerts based on the following historical data:   What is this year's forecast using the naive approach? A) 22,000 B) 20,000 C) 18,000 D) 15,000 E) 12,000 What is this year's forecast using the naive approach?


A) 22,000
B) 20,000
C) 18,000
D) 15,000
E) 12,000

F) None of the above
G) A) and E)

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Detecting nonrandomness in errors can be done using:


A) MSEs.
B) MAPs.
C) control charts.
D) correlation coefficients.
E) strategies.

F) B) and E)
G) None of the above

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Accuracy in forecasting can be measured by:


A) MSE.
B) MRP.
C) MPS.
D) MTM.
E) MTE.

F) All of the above
G) None of the above

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Which of the following mechanisms for enhancing profitability is most likely to result from improving short-term forecast performance?


A) increased inventory
B) reduced flexibility
C) higher-quality products
D) greater customer satisfaction
E) greater seasonality

F) A) and B)
G) A) and C)

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The owner of Darkest Tans Unlimited in a local mall is forecasting this month's (October's) demand for the one new tanning booth based on the following historical data: The owner of Darkest Tans Unlimited in a local mall is forecasting this month's (October's) demand for the one new tanning booth based on the following historical data:   What is the monthly rate of change (slope) of the least squares trend line for these data? A) 320 B) 102 C) 8 D) −0.4 E) −8 What is the monthly rate of change (slope) of the least squares trend line for these data?


A) 320
B) 102
C) 8
D) −0.4
E) −8

F) B) and E)
G) B) and C)

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