A flexible instrumental variable approach

DOI10.1177/1471082X1001100607zbMath1420.62316MaRDI QIDQ5193325

Rosalba Radice, Giampiero Marra

Publication date: 10 September 2019

Published in: Statistical Modelling (Search for Journal in Brave)

zbMATH Keywords

instrumental variablegeneralized additive modelunmeasured confoundingtwo-stage estimation approach

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Generalized linear models (logistic models) (62J12)

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Uses Software

• gss
• SemiPar
• gamair

Cites Work

• Instrumental variables estimators of nonparametric models with discrete endogenous regressors
• Nonparametric methods for inference in the presence of instrumental variables
• The nonlinear two-stage least-squares estimator
• Some Asymptotic Results on Generalized Penalized Spline Smoothing
• Fast Stable Direct Fitting and Smoothness Selection for Generalized Additive Models
• Dummy Endogenous Variables in a Simultaneous Equation System
• Specification Tests in Econometrics
• Instrumental Variables Regression with Weak Instruments
• Semiparametric Regression
• Instrumental Variable Estimation of Nonparametric Models
• Efficient Estimation of Models with Conditional Moment Restrictions Containing Unknown Functions
• Smoothing spline ANOVA models
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