Weighted Approximations for Some Integrated Empirical Processes

Document Type : Original Article

Author

Statistics Department, Faculty of Economics & Political Science, Cairo University

Abstract

We prove strong and weighted approximations for some newly-defined integrated empirical (IE) processes. Suitable weight functions are incorporated to show the convergence of these processes to their ideal Gaussian processes in the weighted sup-metrics. At first, the approximations were done assuming the processes are constructed from sample with fixed size. Then we derived the approximations from a randomly stopped version of those processes.
 

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