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回归模型中变换参数的影响分析(PDF)

《南京林业大学学报(自然科学版)》[ISSN:1000-2006/CN:32-1161/S]

Issue:
2000年02期
Page:
47-50
Column:
研究论文
publishdate:
1900-01-01

Article Info:/Info

Title:
Transformations and Influential Cases in Regression Model
Article ID:
1000-2006(2000)02-0047-04
Author(s):
Tong Chunfa
Department of Basic Courses Nanjing Forestry University Nanjing 210037
Keywords:
Box Cox transformationsData transformationsRegression diagnosticsConstructed variables.
Classification number :
141.4
DOI:
10.3969/j.jssn.1000-2006.2000.02.013
Document Code:
A
Abstract:
The diagnostic method of Hinkley and Wang (1988) is extended for assessing the influence of a group of cases to the regression models in which both response and linear predictor are transformed. Both the double transformation model and the single transformation model are considered. Approximations for casesdeletion diagnostics are obtained by taking advantage of the constructed variable regression technique and using a mean outlier model. An example is presented for illustrating the influence on the estimator of the single parameter when two cases are deleted.

References

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Last Update: 1900-01-01