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Random Time Changes for Sock-Sorting and Other Stochastic Process Limit Theorems

  
@article{EJP51,
	author = {David Steinsaltz},
	title = {Random Time Changes for Sock-Sorting and Other Stochastic Process Limit Theorems},
	journal = {Electron. J. Probab.},
	fjournal = {Electronic Journal of Probability},
	volume = {4},
	year = {1999},
	keywords = {maximal inequalities, decoupling, poissonization, functional central limit theorem, sorting, random allocations, auxiliary randomization, time change},
	abstract = {A common technique in the theory of stochastic process is to replace a  discrete time coordinate by a continuous randomized time, defined by an  independent Poisson or other process. Once the analysis is complete on  this poissonized process,   translating the results back to the original setting may be nontrivial.  It is shown here that, under fairly general conditions, if the  process $S_n$ and the time change   $\phi_n$ both converge, when normalized by the same constant, to  limit processes combined process $S_n(\phi_n(t))$ converges, when  properly normalized, to a sum of the limit of the orginal process,  and the limit of the time change multiplied by the derivative of $E  S_n$. It is also shown that earlier results on  the fine structure of the maxima are preserved by these time changes.},
	pages = {no. 14, 1--25},
	issn = {1083-6489},
	doi = {10.1214/EJP.v4-51},    
        url = {http://ejp.ejpecp.org/article/view/51}}