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In nonparametric instrumental variables estimation, the mapping that identifies the function of interest, g say, is discontinuous and must be regularised (that is, modified) to make consistent estimation possible. The amount of modification is contolled by a regularisation parameter. The optimal...
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modify or "regularize" the identifying mapping is explained, and methods for regularization and estimation are discussed …
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motivates the introduction of a regularization scheme. The paper proposes a penalized series estimation method to alleviate the …
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