TY - JOUR
T1 - Generalized densities of order statistics
AU - Goldie, Charles M.
AU - Maller, Ross A.
PY - 1999/7
Y1 - 1999/7
N2 - Let X1 ,⋯, Xn be independent identically distributed random variables with distribution F. We derive expressions for generalized joint 'densities' of order statistics of X1 ,⋯, Xn, for arbitrary distributions F, in terms of Radon-Nikodym derivatives with respect to product measures based on F. We then give formulae for conditional distributions of order statistics and use them to derive results concerning Markov properties of order statistics, formulae for distributions of trimmed sums, and other useful representations. Our approach leads to simple and natural expressions which appear not to have been given before.
AB - Let X1 ,⋯, Xn be independent identically distributed random variables with distribution F. We derive expressions for generalized joint 'densities' of order statistics of X1 ,⋯, Xn, for arbitrary distributions F, in terms of Radon-Nikodym derivatives with respect to product measures based on F. We then give formulae for conditional distributions of order statistics and use them to derive results concerning Markov properties of order statistics, formulae for distributions of trimmed sums, and other useful representations. Our approach leads to simple and natural expressions which appear not to have been given before.
KW - Markov property
KW - Radon-nikodym derivative
KW - Regular conditional probability distribution
KW - Trimmed sum
UR - http://www.scopus.com/inward/record.url?scp=0033238475&partnerID=8YFLogxK
U2 - 10.1111/1467-9574.00107
DO - 10.1111/1467-9574.00107
M3 - Article
SN - 0039-0402
VL - 53
SP - 222
EP - 246
JO - Statistica Neerlandica
JF - Statistica Neerlandica
IS - 2
ER -