4) Mean absolute deviation, MAD = Sum of {(Absolute data point – mean data point)}/Number of data points
Mean = (8+10+9)/3 = 9
MAD = {(9-8) + (10-9) + (9-9)} / 3
MAD = 2/3
Hence the correct answer is A.
5) Mean square error, MSE = sum of {(mean - value) ^2} / number of data points
Mean of errors = 3+6+9/3 = 6
MSE = ((6-3)^2 + (6-6)^2 + (9-6)^2)/3
MSE = 18/3 = 6
The correct answer is B
6) The correct answer is B
Last value forecast sometimes called as naïve forecast assumes next sales forecast as the last sales in the latest period.
7) Moving average forecast = mean of last three periods for the next period.
12
13
14 (12+13+14)/3 = 13
15 (13+14+15)/3 = 14
The correct answer is C
Given forecast errors of 8, 10, and 9, what is the mean absolute deviation? O A....
Given forecast errors of 4, 8, and -3, what is the mean absolute deviation? A)4 B)3 C)5 D)6 E)12
Time-series data may exhibit which of the following behaviors? Trend Seasonality Cycles Irregularities All of the above
O HONGHAO Given forecast errors of 10,-8,1, and -3, what is the mean absolute deviation? ered f 1.00 Answer tion s page
given forecast errors of -5, -10 and +15 the mean absolute deviation (MAD) is 5) _ 5) Given forecast errors of -5, -10, and +15, the Mean Absolute Deviation (MAD) is: B) 30. C) 175 D) 0. E) 225 A) 10.
Year Quarter Units 1 Q1 20 1 Q2 100 1 Q3 175 1 Q4 13 2 Q1 37 2 Q2 136 2 Q3 245 2 Q4 26 3 Q1 75 3 Q2 155 3 Q3 326 3 Q4 48 4 Q1 92 4 Q2 202 4 Q3 384 4 Q4 82 5 Q1 176 5 Q2 282 5 Q3 445 5 Q4 181 Using this data: a. Plot this data on a line chart with quarters from years 1-5 on...
(1) When analyzing data where a steady increase or decrease over time can be observed, which method of forecasting would best fit and would probably predict a similar increase or decrease? Select one: a. Modified Trend Method b. Weighted Series Method c. Moving Average Method d. Normal Curve Method e. Trend Analysis Method (2) If you graphed the data points in a particular time series and a relatively flat, horizontal pattern was observed, the method that should be used to...
Which one of the following is a good candidate to forecast the cyclical component for the future? HES SES WES All of the above In OLS, deviations of predicted values from actual values are called Residuals Population errors Random deviations All of the above When computing the MAt, _________ is(are) removed Seasonality and irregular fluctuations Seasonality, irregular fluctuations, and cyclical movements Seasonality and cyclical movements Irregular fluctuations and cyclical movements A common source of unusual coefficient estimate signs and statistical...
8. Examine the following quarterly data: Quarter 11 Quarter 2 2 Quarter 3 3 15 26 20 12 34 51 Quarter 44 Quarter 1 5 Quarter 2 6 Quarter 3 7 Quarter 4 8 Quarter 1 9 Quarter 2 1 38 62 Quarter 311 Quarter 4 12 84 Calculate the seasonal indexes for each quarter. a. Quarter 1 Quarter 2 Quarter 3 Quarter 4 b. Deseasonalize the time series. Produce the trend line using the deseasonalized data. Produce seasonaly adjusted...
Examples 1,2,3 1. Beyond Tea Inc. wants to forecast sales of its menthol green tea. The company is considering either using a simple mean or a three-period moving average to forecast monthly sales. Given sales data for the past 10 months use both forecasting methods to forecast periods 7 to 10 and then evaluate each. Which method should they use? Use the selected method to make a forecast for month 11. (Show all calculations .... Please read Examples1, 2, 3...
MC Qu. 91 Given forecast errors of 4, 8, and -3, what... If you have calculated forecast errors of 4, 8 and -3, what is MAD? Multiple Choice О о о