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Time Series & Trend · Question 38 of 68

Question 38

MediumOriginal question

A shop's sales are recorded every quarter, and they rise and fall in the same way each year. Which moving average best removes this seasonal pattern?

Options for question 38

Show the answer and explanation
CorrectNot quiteAnswer D

Correct answer: D

Explanation

  1. A moving average removes a regular pattern when its period equals the pattern's length.

  2. The pattern repeats every 4 quarters, so each 4-quarter average contains one of each quarter.

Worth noting

A 3-quarter average always leaves out one quarter, so the seasonal effect stays.

Concept
Choosing the period of a moving average
Typical time
90 s
Your time
—
The rule this testsTrend by moving averages
Practise this chapter →

Ten questions from Time Series & Trend, at your own pace.

Practise this chapter →

Ten questions from Time Series & Trend, at your own pace.