An Overview One of the most important and challenging problems in time series modeling is to correctly forecast a particular time series by observing its distribution. This behavior of time series arises urgent need of developing generalized time series models for a particular statistical distribution.

Introduction Components of Time Series Long-Term Trend Short-Term Fluctuations Random/Irreguar Movements Introduction A set of ordered data points taken at successive intervals in time is known as time series.

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