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Leverage Measures in Nonlinear Regression
- Authors
- 강명욱
- Issue Date
- Mar-2007
- Publisher
- 한국데이터정보과학회
- Keywords
- Jacobian Matrix; Leverage; Perturbation; Tangent Plane Approximation; Jacobian Matrix; Leverage; Perturbation; Tangent Plane Approximation
- Citation
- 한국데이터정보과학회지, v.18, no.1, pp 229 - 235
- Pages
- 7
- Journal Title
- 한국데이터정보과학회지
- Volume
- 18
- Number
- 1
- Start Page
- 229
- End Page
- 235
- ISSN
- 1598-9402
- Abstract
- Measures of leverage in nonlinear regression models are discussed by extending the leverage in linear regression models. The connection between measures of leverage and nonlinearity of the models are explored. Illustrative example based on real data is presented.
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