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What is this week's forecast using exponential smoothing with alpha = .2,if the forecast for two weeks ago was 90?


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

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In order to update a moving average forecast,the values of each data point in the average must be known.

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A manager is using the equation below to forecast quarterly demand for a product: Yt= 6,000 + 80t where t = 0 at Q2 of last year Quarter relatives are Q1 = .6,Q2 = .9,Q3 = 1.3,and Q4 = 1.2. What forecasts are appropriate for the last quarter of this year and the first quarter of next year?

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A smoothing constant of .1 will cause an exponential smoothing forecast to react more quickly to a sudden change than a value of .3 will.

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The T in the model TAF = S + T represents the time dimension.

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What is the forecast for this year using the least squares trend line for these data?


A) 18,750
B) 19,500
C) 21,000
D) 22,650
E) 22,800

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Given forecast errors of 4,8,and -3,what is the mean absolute deviation?


A) 4
B) 3
C) 5
D) 6
E) 12

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Which of the following is not an accurate statement concerning bias in forecasts?


A) Bias is calculated based on the mean absolute percent error (MAPE) .
B) Persistent negative bias implies forecasting frequently overstating actual values.
C) Bias is the sum of forecast errors.
D) Persistent positive bias implies frequently underestimating actual values.
E) Bias may indicate a shift in the demand pattern.

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Which would not generally be considered a feature common to all forecasts?


A) An assumption of a stable underlying causal system.
B) Actual results will differ somewhat from predicted values.
C) Historical data is available on which to base the forecast.
D) Forecasts for groups of items tend to be more accurate than forecasts for individual items.
E) Accuracy decreases as the time horizon increases.

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A moving average forecast tends to be more responsive to changes in the data series when more data points are included in the average.

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Which term most closely describes what associative forecasting techniques are based on?


A) Time series data
B) Linear relationships
C) The Delphi technique
D) Consumer survey
E) Predictor variables

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A network security company is securing input from information technology managers trying to anticipate when Wi Fi networks might be available in at least half of their client's businesses.Which method are they most likely to use?


A) The Delphi method
B) Consumer surveys
C) Regression models
D) Naive method
E) Trend models

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