We consider independent identically distributed observations taking values in a general partially ordered set. Under no more than a necessary measurability condition we develop a theory of record values analogous to parts of the well-known theory of real records, and discuss its application to many partially ordered topological spaces. In the particular case of $\mathbb{R}^2$ under a componentwise partial order, assuming the underlying distribution of the observations to be in the domain of attraction of an extremal law, we give a criterion for there to be infinitely many records.
@article{1176991421,
author = {Goldie, Charles M. and Resnick, Sidney},
title = {Records in a Partially Ordered Set},
journal = {Ann. Probab.},
volume = {17},
number = {4},
year = {1989},
pages = { 678-699},
language = {en},
url = {http://dml.mathdoc.fr/item/1176991421}
}
Goldie, Charles M.; Resnick, Sidney. Records in a Partially Ordered Set. Ann. Probab., Tome 17 (1989) no. 4, pp. 678-699. http://gdmltest.u-ga.fr/item/1176991421/