Identifiability of single-index models and additive-index models
We provide a proof for the identifiability for both single-index models and partially linear single-index models assuming only the continuity of the regression function, a condition much weaker than the differentiability conditions assumed in the existing literature. Our discussion is then extended to the identifiability of the additive-index models. Copyright 2007, Oxford University Press.
Year of publication: |
2007
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Authors: | Lin, Wei ; Kulasekera, K. B. |
Published in: |
Biometrika. - Biometrika Trust, ISSN 0006-3444. - Vol. 94.2007, 2, p. 496-501
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Publisher: |
Biometrika Trust |
Saved in:
Online Resource
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