Influence Measures Based on Cressie-Read Divergence Measures in Multivariate Linear Model
| العنوان: | Influence Measures Based on Cressie-Read Divergence Measures in Multivariate Linear Model |
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| المؤلفون: | J. M. Muñoz-Pichardo, J. García-Heras, J. Muñoz-García, Leandro Pardo |
| المصدر: | Communications in Statistics - Theory and Methods. 35:2055-2073 |
| بيانات النشر: | Informa UK Limited, 2006. |
| سنة النشر: | 2006 |
| مصطلحات موضوعية: | Statistics and Probability, General linear model, Generalized linear model, Multivariate statistics, Multivariate analysis, Sampling distribution, Statistics, Econometrics, Influence analysis, Leverage (statistics), Multivariate linear model, Mathematics |
| الوصف: | We define a new family of influence measures based on the divergence measures, in the multivariate general linear model. Influence measures are obtained by quantifying the divergence between the sample distribution of an estimate obtained with all the observations and the sample distribution of the same estimate obtained without any observation. This approach is applied to best linear unbiased estimates of estimable functions. Therefore, these diagnostics can be applied to every statistical multivariate technique that can be formulated like this kind of model. Some examples are considered to clarify the applicability of the introduced diagnostics. |
| تدمد: | 1532-415X 0361-0926 |
| DOI: | 10.1080/03610920600762822 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::ccb8bb75cc7d8cb44a340fca4636ad78 https://doi.org/10.1080/03610920600762822 |
| رقم الانضمام: | edsair.doi...........ccb8bb75cc7d8cb44a340fca4636ad78 |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 1532415X 03610926 |
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| DOI: | 10.1080/03610920600762822 |