“Economic or business oriented time series are made up of various components”. What are those components and also explain the relationship between them.
Time series analysis in quantitative analysis for managerial applications involves studying data collected or recorded over a period of time to understand patterns, trends, and behaviors. Economic or business-oriented time series data typically exhibit different components that contribute to their overall behavior. These components are essential in comprehending the underlying structure of the data and include:
1. Trend Component: The trend component represents the long-term movement or direction of the time series. It captures the gradual increase or decrease in _____ ____ __________ _________ _________.
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