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Time series- Forecasting

Forums › Ask ACCA Tutor Forums › Ask the Tutor ACCA MA – FIA FMA › Time series- Forecasting

  • This topic has 3 replies, 2 voices, and was last updated 7 years ago by AvatarJohn Moffat.
Viewing 4 posts - 1 through 4 (of 4 total)
  • Author
    Posts
  • December 20, 2018 at 9:30 am #492363
    Avatarsayedaamal
    Participant
    • Topics: 28
    • Replies: 38
    • ☆☆

    Sales of product X each quarter for the last 3 years have been as follows (in thousands of units). Trend values, found by a moving average method, are shown in brackets.

    Year1:

    Q1: 18 Q2: 30 Q3: 20(18.75)

    Q4: 6 (19.375)

    Year 2:

    Q1: 20(20) Q2: 33(20.5)

    Q3: 22 (21) Q4: 8(21.5)

    Year 3:

    Q1: 22 (22.125) ,Q2:33( 22.75)

    Q3: 25 Q4: 10

    Average seasonal variations for quarters 1-4 are -0.1, +12.4, +1.1, -13.4 respectively.

    Required:

    Use the trend line and estimates of seasonal variations to forecast sales in each quarter of year 4.

    Solution :

    It says to calculate by subtracting 18.75 from 22.75

    (22.75 – 18.75)÷7

    So I guessed that maybe because these were the most highest and lowest of trends that’s why they were chosen for calculation. Please correct me if I’m wrong because I really don’t know.
    Secondly, I am confused as to why they divided it by 7. This is from Bpp text. I saw similar case in Kaplan as well.

    Thank you Sir. 🙂

    December 20, 2018 at 2:57 pm #492388
    AvatarJohn Moffat
    Keymaster
    • Topics: 57
    • Replies: 54839
    • ☆☆☆☆☆

    You are correct in saying the 22.75 and 18.75 have been taken because they are the highest and lowest trend values.

    Therefore between quarter 3 of Year 1 and quarter 2 of year 3, the trend has increased by the difference of 4.00.

    If you count up the number of quarters of increases (Q3 of year 1 to Q4 of year 1 is one quarters increase; Q4 of year 1 to Q1 of year 2 is a second quarters increase, and so on), then you will find that between Q3 of year 1 and Q2 of year 3 there are 7 quarters of increase.

    Since the total increase is 4.00, the average increase in the trend per quarter is 4.00/7.

    December 21, 2018 at 6:32 am #492409
    Avatarsayedaamal
    Participant
    • Topics: 28
    • Replies: 38
    • ☆☆

    Thank you so much Sir. I was badly stuck at this problem in both the texts. It’s so easy now.

    December 21, 2018 at 7:13 am #492415
    AvatarJohn Moffat
    Keymaster
    • Topics: 57
    • Replies: 54839
    • ☆☆☆☆☆

    You are welcome 🙂

  • Author
    Posts
Viewing 4 posts - 1 through 4 (of 4 total)
  • The topic ‘Time series- Forecasting’ is closed to new replies.

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