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The forecasting method which uses anonymous questionnaires to achieve a consensus forecast is:


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

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

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A persistent tendency for forecasts to be greater than or less than the actual values is called:


A) bias.
B) tracking.
C) control charting.
D) positive correlation.
E) linear regression.

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

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Professor Very Busy needs to allocate time next week to include time for office hours. He needs to forecast the number of students who will seek appointments. He has gathered the following data: Professor Very Busy needs to allocate time next week to include time for office hours. He needs to forecast the number of students who will seek appointments. He has gathered the following data:   What is this week's forecast using the naive approach? A) 35 B) 50 C) 52 D) 65 E) 78 What is this week's forecast using the naive approach?


A) 35
B) 50
C) 52
D) 65
E) 78

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

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An advantage of a weighted moving average is that recent actual results can be given more importance than what occurred a while ago.

A) True
B) False

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The owner of Yummy Yummy Catering needs to ensure she has enough employees scheduled for the upcoming week to assist with cooking. She needs to forecast the number of clients that will book her services. She has the following historical data: The owner of Yummy Yummy Catering needs to ensure she has enough employees scheduled for the upcoming week to assist with cooking. She needs to forecast the number of clients that will book her services. She has the following historical data:   What is this week's forecast using a three-week simple moving average? A) 51 B) 29 C) 48 D) 44 E) 37 What is this week's forecast using a three-week simple moving average?


A) 51
B) 29
C) 48
D) 44
E) 37

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

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D

The dean of a school of business is forecasting total student enrollment for this year's summer session classes based on the following historical data: The dean of a school of business is forecasting total student enrollment for this year's summer session classes based on the following historical data:   What is this year's forecast using exponential smoothing with alpha = 0.4, if last year's smoothed forecast was 2,600? A) 2,600 B) 2,760 C) 2,800 D) 3,840 E) 3,000 What is this year's forecast using exponential smoothing with alpha = 0.4, if last year's smoothed forecast was 2,600?


A) 2,600
B) 2,760
C) 2,800
D) 3,840
E) 3,000

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

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B

Which is not a characteristic of simple moving averages applied to time series data?


A) smoothes random variations in the data
B) weights each historical value equally
C) lags changes in the data
D) requires only last period's forecast and actual data
E) smoothes real variations in the data

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

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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 this month's forecast using exponential smoothing with alpha = 0.2, if August's forecast was 145? A) 144 B) 140 C) 142 D) 148 E) 163 What is this month's forecast using exponential smoothing with alpha = 0.2, if August's forecast was 145?


A) 144
B) 140
C) 142
D) 148
E) 163

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

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The T in the model TAF = S + T represents the time dimension (which is usually expressed in weeks or months).

A) True
B) False

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Which of the following is not necessarily an element of a good forecast?


A) estimate of accuracy
B) timeliness
C) meaningful units
D) low cost
E) written

F) B) and E)
G) B) and D)

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Which technique is used in computing seasonal relatives?


A) double smoothing
B) Delphi
C) mean squared error
D) centered moving average
E) exponential smoothing

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

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In order to increase the responsiveness of a forecast made using the moving average technique, the number of data points in the average should be:


A) decreased.
B) increased.
C) multiplied by a larger alpha.
D) multiplied by a smaller alpha.
E) eliminated if the MAD is greater than the MSE.

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

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A

Data in a time-ordered sequence will not be in measurements of?


A) demand
B) accidents
C) productivity
D) months
E) consumer price index

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

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Professor Very Busy needs to allocate time next week to include time for office hours. He needs to forecast the number of students who will seek appointments. He has gathered the following data: Professor Very Busy needs to allocate time next week to include time for office hours. He needs to forecast the number of students who will seek appointments. He has gathered the following data:   What is this week's forecast using the least squares trend line for these data? A) 49 B) 50 C) 52 D) 65 E) 78 What is this week's forecast using the least squares trend line for these data?


A) 49
B) 50
C) 52
D) 65
E) 78

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

Correct Answer

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Minimizing the sum of the squared deviations around the line is called:


A) mean squared error technique.
B) mean absolute deviation.
C) double smoothing.
D) least squares estimation.
E) predictor regression.

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

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Using the latest observation in a sequence of data to forecast the next period is


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

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

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The two general approaches to forecasting are:


A) mathematical and statistical.
B) qualitative and quantitative.
C) judgmental and qualitative.
D) historical and associative.
E) precise and approximation.

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

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Seasonal relatives can be used to deseasonalize data or incorporate seasonality in a forecast.

A) True
B) False

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If a pattern appears when a dependent variable is plotted against time, one should use time series analysis instead of simple linear regression.

A) True
B) False

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In order to compute seasonal relatives, the trend of past data must be computed or known, which means that for brand-new products this approach cannot be used.

A) True
B) False

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