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Note
Before we start this chapter few nomenclature conventions should be made clear for the reader in order to avoid any confusion later on
:Denotes the number of events which occurs in the time interval 
: Denotes the time interval difference between the occurrence of the and the event 
: Sum of all the times till the occurrence of all the events, i.e.,
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