| 来源类型 | Monograph (IIASA Interim Report) |
| 规范类型 | 报告 |
| On Multivariate Structures and Exhaustive Reductions. | |
| Chiaromonte F | |
| 发表日期 | 1998 |
| 出版者 | IIASA, Laxenburg, Austria: IR-98-080 |
| 出版年 | 1998 |
| 语种 | 英语 |
| 摘要 | Simplified representations of multivariate laws, and in particular those allowing one to decrease the dimension while preserving structural information, are of paramount importance in statistical analysis. This paper concerns the "theoretical premises" of simplification. We introduce a framework that allows us to specify as "partitions" of probability laws on a Euclidian space, we show how they can be generated via "partial orders," or "binary operation" and "noise classes." Moreover, the framework allows us to identify "simplified representations" that are guaranteed to be "exhaustive" with respect to such definitions, and might live in "lower dimensions." |
| 主题 | Technological and Economic Dynamics (TED) |
| URL | http://pure.iiasa.ac.at/id/eprint/5571/ |
| 来源智库 | International Institute for Applied Systems Analysis (Austria) |
| 资源类型 | 智库出版物 |
| 条目标识符 | http://119.78.100.153/handle/2XGU8XDN/124787 |
| 推荐引用方式 GB/T 7714 | Chiaromonte F. On Multivariate Structures and Exhaustive Reductions.. 1998. |
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| 文件名称/大小 | 资源类型 | 版本类型 | 开放类型 | 使用许可 | ||
| IR-98-080.pdf（246KB） | 智库出版物 | 限制开放 | CC BY-NC-SA | 浏览 | ||
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