成分数据的排序方法

Ranking Methods for Compositional Data

Journal of the Royal Statistical Society. Series C: Applied Statistics · 1992
被引 18
ABS 3

中文导读

针对成分数据中零成分或对数比非正态分布限制分析的问题,提出在缩放前对案例和成分进行排序的新方法,并用数据集与其他方法比较。

Abstract

In the analysis of compositional data, zero components or a non-normal distribution of the log-ratios
\n severely limits the analysis that can be done. Ranking across both cases and components, before
\n scaling, is suggested as a possible new approach. The idea is illustrated with a data set which
\n compares the results with other methods including replacement of Os by small positive quantities and
\n other ranking methods.

成分数据分析排序方法统计方法数据预处理