RT Generic
T1 Recombining dependent data: an Order Statistics
A1 Álvarez, Adolfo
A1 Peña, Daniel
A2 Universidad Carlos III de Madrid. Departamento de Estadística, 
AB This article discusses the problem of forming groups from previously split data.Algorithms   for  Cluster  Analysis   like SAR  proposed   by Peña,  Rodriguez   and Tiao(2004), divide the sample into small  very homogeneous groups and then recombinethem to form the definitive data configuration. This kind of splitting leads to dependentdata in the sense that the groups are disjoint, so no traditional homogeneity of means orvariances tests can be used.We propose an alternative by using Order Statistics. Studying the distributionand some moments of linear combination of Order Statistics it is possible to recombinedisjoint data groups when they merge into a sample from the same population.
YR 2009
FD 2009-12
LK https://hdl.handle.net/10016/6147
UL https://hdl.handle.net/10016/6147
LA eng
DS e-Archivo
RD 18 may. 2024