The exponential distribution with rate λ {\displaystyle \lambda } , written Exp ( λ ) {\displaystyle \operatorname {Exp} (\lambda )} ,[1] is a probability distribution defined only on the positive real numbers. It is the continuous analogue of geometric distribution.[2] Exponential distribution is used in reliability applications,[3] and its main use is to assess the duration of random time intervals. Examples where it can be used include: