Time Series Data (VCE SSCE General Mathematics): Quizzes

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Time Series Data
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What makes time series data fundamentally different from other numerical data?

Time is always the explanatory variable

In a time series plot, which axis should time be placed on?

Horizontal axis

What does a trend represent in time series data?

Long-term increase or decrease

How long must a recurring pattern last to be classified as a cycle rather than seasonality?

More than one year

What type of pattern is shown by hotel occupancy peaking each December and dipping each June?

Seasonality

What is a structural change in time series data?

A sudden shift in the established pattern

What are outliers in time series data?

Individual values that stand out

Which feature is always present in every real-world time series?

Irregular fluctuations

Approximately how many years does the sunspot activity cycle take to repeat?

1111 years

Can a time series display multiple patterns (like seasonality and trend) simultaneously?

Yes, multiple patterns often occur together

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