Some Blum-Kiefer-Rosenblatt type tests for the joint independence of variables
文献类型：期刊论文
| 作者 | Jing, P; Zhu, LX |
| 刊名 | COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
 |
| 出版日期 | 1996 |
| 卷号 | 25期号:9页码:2127-2139 |
| 关键词 | bootstrap method Number-theoretic method projection pursuit type statistic test of independence |
| ISSN号 | 0361-0926 |
| 英文摘要 | Testing the joint independence of variables has long been an interesting issue in statistical inferences. Blam, Kiefer and Rosenblatt (1961) suggested a test based on a sample distribution function. To overcome the sparseness of data points in high-dimensional space and deal with general cases, we in this paper suggest several extended versions of B-K-R tests via projection pursuit. Bootstrap method is applied to determine the critical values and for computational reason, an approximation derived by Number-theoretic method, for the bootstrap statistics is suggested. Several simulation experiments are performed and a real-life example is investigated. |
| WOS研究方向 | Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:A1996UZ80100014 |
| 出版者 | MARCEL DEKKER INC |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/28769]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 作者单位 | 1.CHIBA UNIV,GRAD SCH SCI & TECHNOL,CHIBA 263,JAPAN 2.CHINESE ACAD SCI,INST APPL MATH,BEIJING 100080,PEOPLES R CHINA |
| 推荐引用方式 GB/T 7714 | Jing, P,Zhu, LX. Some Blum-Kiefer-Rosenblatt type tests for the joint independence of variables[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,1996,25(9):2127-2139. |
| APA | Jing, P,&Zhu, LX.(1996).Some Blum-Kiefer-Rosenblatt type tests for the joint independence of variables.COMMUNICATIONS IN STATISTICS-THEORY AND METHODS,25(9),2127-2139. |
| MLA | Jing, P,et al."Some Blum-Kiefer-Rosenblatt type tests for the joint independence of variables".COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 25.9(1996):2127-2139. |
入库方式： OAI收割
来源：数学与系统科学研究院
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