The correct answer is E) All of the above. Time-series data may exhibit .
The trend is a time series component that depicts low frequency variations after high and medium frequency oscillations have been removed. 1. What does a time series' trend-cycle look like? Trend-cycle data offer a smoothed form of a seasonally adjusted time series. They offer details on longer-term developments, such as underlying series direction changes. Three parts may be separated out of a time series observation: the trend (long-term direction), the seasonal (systematic, calendar-related motions), and the irregular (unsystematic, short term fluctuations). To examine how a certain asset, security, or economic indicator evolves over time, time series analysis can be helpful.
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