What is Time Series Analysis?
Time series analysis:
It involves developing models that best capture or describe an observed time series to understand the underlying cause.
This study seeks the “why” behind the time-series datasets.
This involves making assumptions about the form of data and decomposing time series into the constitution component.
The quality of the descriptive model is determined by how well it describes all available data and the interpretation it provides to inform the problem domain better.