Important Considerations for Time Series Analysis Once analysts have chosen the relevant data they want to analyze, they choose what types of analysis and techniques are the best fit. Time series analysis and forecasting models must define the types of data relevant to answering the business question. Serial dependence occurs when data points close together in time tend to be related.
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