Name
Abstract | ||
|---|---|---|
Two new concepts of order statistics for multivariate samples are introduced. In one of the versions it turns out that not every multivariate order statistic is present in every sample. These order statistics have application in multivariate ranked set sampling and can be used to generate broad classes of multivariate densities in the sense of Jones. In this case the likelihood for the sample values and their corresponding ranks can be calculated based on the conditional density of a multivariate order statistics given its sample value, and such that its integral gives the probability for the multivariate order statistics under discussion to be observed. An alternative version of multivariate order statistics is also introduced, for which multivariate order statistics are always well defined and expressions for their marginal densities are derived. Since these multivariate order statistics are tailor made for multivariate ranked set sampling, their densities allow for parameter inference based on ranked set sampling. Some simulations show that both multivariate order statistics densities can be used with advantage with respect to simple random sampling. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1016/j.csda.2009.05.011 | Computational Statistics & Data Analysis |
Keywords | Field | DocType |
multivariate order statistic,conditional density,simple random sampling,multivariate sample,order statistic,multivariate order statistics density,sample value,alternative version,multivariate density,broad class | Multivariate analysis of variance,Econometrics,Multivariate t-distribution,Multivariate kernel density estimation,Multivariate statistics,High-dimensional statistics,Statistics,Multivariate analysis,Inverse-Wishart distribution,Normal-Wishart distribution,Mathematics | Journal |
Volume | Issue | ISSN |
53 | 12 | Computational Statistics and Data Analysis |
Citations | PageRank | References |
0 | 0.34 | 2 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Barry C. Arnold | 1 | 7 | 4.97 |
| Enrique Castillo | 2 | 555 | 59.86 |
| José María Sarabia | 3 | 36 | 7.61 |