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Time series analysis – multiplicative model

Forums › Ask ACCA Tutor Forums › Ask the Tutor ACCA PM Exams › Time series analysis – multiplicative model

  • This topic has 7 replies, 3 voices, and was last updated 7 years ago by John Moffat.
Viewing 8 posts - 1 through 8 (of 8 total)
  • Author
    Posts
  • November 20, 2012 at 11:15 pm #55543
    hangftu
    Member
    • Topics: 4
    • Replies: 9
    • ☆

    Hi! I dont understand in multiplicative model why the average should sum to 4 (if there are 4 quarters) which mean 1 for each quarter. Please explain it to me. Thank you!

    November 21, 2012 at 6:17 pm #108077
    John Moffat
    Keymaster
    • Topics: 57
    • Replies: 54830
    • ☆☆☆☆☆

    Because some quarter will be more than 1 (because the actual is more than the trend) and some quarters will be less than 1 (because the actual is less than trend).

    However because some are more and some are less, the total of them is 4 x 1 = 4.

    November 24, 2012 at 2:11 pm #108078
    hangftu
    Member
    • Topics: 4
    • Replies: 9
    • ☆

    I got it. Thank you so much! 🙂

    November 25, 2012 at 8:43 am #108079
    John Moffat
    Keymaster
    • Topics: 57
    • Replies: 54830
    • ☆☆☆☆☆

    You are welcome 🙂

    February 13, 2019 at 5:15 am #504962
    nadeeshaa
    Member
    • Topics: 0
    • Replies: 15
    • ☆

    H is forecasting its sales for next year using a combination of time series and regression analysis models. An analysis of past sales units has produced the following equation for the quarterly sales trend :

    Y = 26x + 8850

    Where the value of x represents the quarterly accounting period and the value of y represents the quarterly sales trend in units. Quarter 1 of next year will have a value of x of 25.

    The quarterly seasonal variations have been measured using the multiplicative model are :

    Quarter 1 -15%
    Quarter 2 -5%
    Quarter 3 +5%
    Quarter 4 +15%

    Production is planned to occur at a constant rate throughout the year.

    The company does not hold inventories at the end of any year.

    The difference between the budgeted sales for quarter 1 and quarter 4 next year are what?

    The answer given is 2940 units. Could you please explain me how that answer arrived?

    February 13, 2019 at 8:54 am #504978
    John Moffat
    Keymaster
    • Topics: 57
    • Replies: 54830
    • ☆☆☆☆☆

    For quarter 1, put x – 25 in the equation, and then subtract 15% from the result.

    Quarter 4 will have a value of x = 28, so put x = 28 in the formula and then add 15% to the result.

    February 13, 2019 at 1:28 pm #505009
    nadeeshaa
    Member
    • Topics: 0
    • Replies: 15
    • ☆

    Oh my god 🙂
    So much thankful to you sir!

    February 14, 2019 at 7:23 am #505061
    John Moffat
    Keymaster
    • Topics: 57
    • Replies: 54830
    • ☆☆☆☆☆

    You are welcome 🙂

  • Author
    Posts
Viewing 8 posts - 1 through 8 (of 8 total)
  • The topic ‘Time series analysis – multiplicative model’ is closed to new replies.

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