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Published online by Cambridge University Press: 14 July 2016
First, asymptotic results for inter-record times when the CDF of the underlying IID process is not necessarily continuous are obtained, by a stochastic order argument, from known results for the continuous case. Then the asymptotic behaviour of the bivariate process of upper-record values and inter-record times is studied. Finally, assuming continuity of the underlying CDF, we derive the law of the process of total times spent in sets of states, viewing upper record values as states and inter-record times as times spent in a state, the process so viewed being a discrete time continuous state Markov jump process.
The possible relevance of this result to single lane road traffic flow is indicated.
This paper is based on part of the author's Ph.D. dissertation, prepared under the direction of Professor Herbert Solomon, with the support of Federal Highway Administration Contract FH 11-6885 with Stanford University. It was written while the author was in the Department of Mathematics at the University of British Columbia.