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    PracticeACCAACCA MA — Management Accounting Practice Exam 1Question 08
    Easy2 marksMultiple Choice
    Syllabus B: Data analysis and statistical techniquesTime SeriesForecasting

    ACCA · Question 08 · Syllabus B: Data analysis and statistical techniques

    A seasonal ski resort uses time series analysis to forecast visitor numbers. The underlying trend for Quarter 1 is estimated to be 15,000 visitors. The seasonal variation for Quarter 1 is +20% using a multiplicative model.

    What is the forecasted number of visitors for Quarter 1?

    Answer options:

    A.

    15,000

    B.

    18,000

    C.

    12,000

    D.

    15,020

    How to approach this question

    In a multiplicative model, Forecast = Trend × Seasonal Variation. Convert +20% to a multiplier of 1.20.

    Full Answer

    B.18,000✓ Correct
    In a multiplicative time series model, the forecast is calculated by multiplying the trend by the seasonal component. Forecast = Trend × (1 + Seasonal Variation %) Forecast = 15,000 × 1.20 = 18,000 visitors.

    Common mistakes

    Using an additive model (e.g., adding 20 visitors instead of 20%).
    Question 07All questionsQuestion 09

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