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Efficient kernel-based semiparametric IV estimation with an application to resolving a puzzle on the estimates of the return to schooling

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When to use matching and weighting or regression in instrumental variable estimation? : evidence from college proximity and returns to college

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One-step nonparametric instrumental regression using smoothing splines

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Estimation of semiparametric regression in triangular systems

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Estimation of conditional ranks and tests of exogeneity in nonparametric nonseparable models

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Semi-parametric estimation in a single-index model with endogenous variables

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Nonparametric instrumental variable estimation

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(NPIV) estimation methods without and with a cross-validated choice of tuning parameters, respectively. Both commands are … performance of the NPIV estimator (Chetverikov and Wilhelm 2017). This is because the ill-posedness of the NPIV estimation problem … properties and an application to the estimation of gasoline demand functions. …

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Identifying multiple marginal effects with a single binary instrument or by regression discontinuity

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