學術產出-期刊論文
題名 | Goodness of fit tests with misclassified data |
作者 | Hsueh,Huey-Miin;Cheng, K. F.;Chieh, T. H. 薛慧敏 |
貢獻者 | 統計系 |
日期 | 1998 |
上傳時間 | 23-十二月-2014 15:09:18 (UTC+8) |
摘要 | The most popular goodness of fit test for a multinomial distribution is the chi-square test. But this test is generally biased if observations are subject to misclassification, In this paper we shall discuss how to define a new test procedure when we have double sample data obtained from the true and fallible devices. An adjusted chi-square test based on the imputation method and the likelihood ratio test are considered, Asymptotically, these two procedures are equivalent. However, an example and simulation results show that the former procedure is not only computationally simpler but also more powerful under finite sample situations. |
關聯 | Communications in Statistics - Theory and Methods,27(6),1379-1393 |
資料類型 | article |
dc.contributor | 統計系 | en_US |
dc.creator (作者) | Hsueh,Huey-Miin;Cheng, K. F.;Chieh, T. H. | en_US |
dc.creator (作者) | 薛慧敏 | zh_TW |
dc.date (日期) | 1998 | en_US |
dc.date.accessioned | 23-十二月-2014 15:09:18 (UTC+8) | - |
dc.date.available | 23-十二月-2014 15:09:18 (UTC+8) | - |
dc.date.issued (上傳時間) | 23-十二月-2014 15:09:18 (UTC+8) | - |
dc.identifier.uri (URI) | http://nccur.lib.nccu.edu.tw/handle/140.119/72219 | - |
dc.description.abstract (摘要) | The most popular goodness of fit test for a multinomial distribution is the chi-square test. But this test is generally biased if observations are subject to misclassification, In this paper we shall discuss how to define a new test procedure when we have double sample data obtained from the true and fallible devices. An adjusted chi-square test based on the imputation method and the likelihood ratio test are considered, Asymptotically, these two procedures are equivalent. However, an example and simulation results show that the former procedure is not only computationally simpler but also more powerful under finite sample situations. | en_US |
dc.format.extent | 156 bytes | - |
dc.format.mimetype | text/html | - |
dc.language.iso | en_US | - |
dc.relation (關聯) | Communications in Statistics - Theory and Methods,27(6),1379-1393 | en_US |
dc.title (題名) | Goodness of fit tests with misclassified data | en_US |
dc.type (資料類型) | article | en |