The zonoid region parameter depth
| العنوان: | The zonoid region parameter depth |
|---|---|
| المؤلفون: | Ignacio Cascos, Giuseppe Pandolfo, Beatriz Sinova |
| المساهمون: | Cascos, Ignacio, Pandolfo, Giuseppe, Sinova, Beatriz |
| المصدر: | Scopus |
| بيانات النشر: | Springer Science and Business Media LLC, 2022. |
| سنة النشر: | 2022 |
| مصطلحات موضوعية: | Statistics and Probability, Statistics, Probability and Uncertainty |
| الوصف: | A new concept of depth for central regions is introduced. The proposed depth notion assesses how well an interval fits a given univariate distribution as its zonoid region of level 1/2, and it is extended to the multivariate setting by means of a projection argument. Since central regions capture information about location, scatter, and dependency among several variables, the new depth evaluated on an empirical zonoid region quantifies the degree of similarity (in terms of the features captured by central regions) of the corresponding sample with respect to some reference distribution. Applications to statistical process control and the joint monitoring of multivariate and interval-valued data in terms of location and scale are presented. |
| تدمد: | 1613-9798 0932-5026 |
| الوصول الحر: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::69a41e28b20ccf2857c7099711cdd3d5Test https://doi.org/10.1007/s00362-022-01380-2Test |
| حقوق: | OPEN |
| رقم الانضمام: | edsair.doi.dedup.....69a41e28b20ccf2857c7099711cdd3d5 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 16139798 09325026 |
|---|