Name
Abstract | ||
|---|---|---|
The idea of data depth provides a new and promising methodology for multivariate nonparametric analysis. Nevertheless, the computation of data depth and the depth function has remained as a very challenging problem which has hindered the methodology from becoming more prevailing in practice. The same is true for the powerful StahelDonoho (SD) estimator. Here, we present an exact algorithm for the computation of the bivariate projection depth (PD) of data points and consequently of the SD estimator. © 2010 Elsevier B.V. All rights reserved. |
Year | DOI | Venue |
|---|---|---|
2011 | 10.1016/j.csda.2010.09.010 | Computational Statistics and Data Analysis |
Keywords | Field | DocType |
Exact computation,Projection depth,StahelDonoho estimator | Data point,Exact algorithm,Multivariate statistics,Depth function,Nonparametric statistics,Bivariate analysis,Statistics,Mathematics,Estimator,Computation | Journal |
Volume | Issue | ISSN |
55 | 3 | null |
Citations | PageRank | References |
8 | 1.41 | 1 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yijun Zuo | 1 | 30 | 6.00 |
| Shaoyong Lai | 2 | 10 | 2.19 |