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Samrachana Adhikari, Sherri Rose & Sharon-Lise Normand. (2020) Nonparametric Bayesian Instrumental Variable Analysis: Evaluating Heterogeneous Effects of Coronary Arterial Access Site Strategies. Journal of the American Statistical Association 115:532, pages 1635-1644.
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Manuel Wiesenfarth, Carlos Matías Hisgen, Thomas Kneib & Carmen Cadarso-Suarez. (2014) Bayesian Nonparametric Instrumental Variables Regression Based on Penalized Splines and Dirichlet Process Mixtures. Journal of Business & Economic Statistics 32:3, pages 468-482.
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Siddhartha Chib, Edward Greenberg & Ivan Jeliazkov. (2009) Estimation of Semiparametric Models in the Presence of Endogeneity and Sample Selection. Journal of Computational and Graphical Statistics 18:2, pages 321-348.
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Articles from other publishers (21)
Panagiota Filippou, Giampiero Marra, Rosalba Radice & David Zimmer. (2022) Estimating the Impact of Medical Care Usage on Work Absenteeism by a Trivariate Probit Model with Two Binary Endogenous Explanatory Variables. AStA Advances in Statistical Analysis.
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Truong Anh Tuan, Pham Khanh Nam & Le Thanh Loan. (2022) The impact of health insurance on households’ financial choices: Evidence from Vietnam. Research in Economics 76:3, pages 264-276.
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William Baah-Boateng, Kingsley Laar & Edward Nketiah-Amponsah. (2021) Child health and maternal labour market engagement in Ghana. Journal of Social and Economic Development 23:2, pages 283-301.
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Justin L. Tobias & Joshua C. C. Chan. 2019. Topics in Identification, Limited Dependent Variables, Partial Observability, Experimentation, and Flexible Modeling: Part B. Topics in Identification, Limited Dependent Variables, Partial Observability, Experimentation, and Flexible Modeling: Part B
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Raffaella Calabrese, Silvia Angela Osmetti & Luca Zanin. (2019) A Joint Scoring Model for Peer-to-Peer and Traditional Lending: A Bivariate Model with Copula Dependence. Journal of the Royal Statistical Society Series A: Statistics in Society 182:4, pages 1163-1188.
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Florian M. Hollenbach, Jacob M. Montgomery & Adriana Crespo-Tenorio. (2018) Bayesian Versus Maximum Likelihood Estimation of Treatment Effects in Bivariate Probit Instrumental Variable Models. Political Science Research and Methods 7:3, pages 651-659.
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Edward H. Kennedy, Jacqueline A. Mauro, Michael J. Daniels, Natalie Burns & Dylan S. Small. (2019) Handling Missing Data in Instrumental Variable Methods for Causal Inference. Annual Review of Statistics and Its Application 6:1, pages 125-148.
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Bear F. Braumoeller, Giampiero Marra, Rosalba Radice & Aisha E. Bradshaw. (2018) Flexible Causal Inference for Political Science. Political Analysis 26:1, pages 54-71.
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Giampiero Marra & Rosalba Radice. (2017) A joint regression modeling framework for analyzing bivariate binary data in R. Dependence Modeling 5:1, pages 268-294.
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Chin-I. Cheng & Paul L. Speckman. (2016) Bayes Factors for Smoothing Spline ANOVA. Bayesian Analysis 11:4.
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Rosalba Radice, Giampiero Marra & Małgorzata Wojtyś. (2015) Copula regression spline models for binary outcomes. Statistics and Computing 26:5, pages 981-995.
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Ivan Jeliazkov. 2014. Var Models in Macroeconomics - New Developments and Applications: Essays in Honor of Christopher A. Sims. Var Models in Macroeconomics - New Developments and Applications: Essays in Honor of Christopher A. Sims
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Giampiero Marra, Rosalba Radice & Silvia Missiroli. (2013) Testing the hypothesis of absence of unobserved confounding in semiparametric bivariate probit models. Computational Statistics 29:3-4, pages 715-741.
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Francesca Ieva, Giampiero Marra, Anna Maria Paganoni & Rosalba Radice. (2014) A Semiparametric Bivariate Probit Model for Joint Modeling of Outcomes in STEMI Patients. Computational and Mathematical Methods in Medicine 2014, pages 1-7.
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Ivan Jeliazkov. 2013. VAR Models in Macroeconomics – New Developments and Applications: Essays in Honor of Christopher A. Sims. VAR Models in Macroeconomics – New Developments and Applications: Essays in Honor of Christopher A. Sims
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359
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Luca Zanin, Rosalba Radice & Giampiero Marra. (2012) Estimating the Effect of Perceived Risk of Crime on Social Trust in the Presence of Endogeneity Bias. Social Indicators Research 114:2, pages 523-547.
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Giampiero Marra, Georgios Papageorgiou & Rosalba Radice. (2013) Estimation of a Semiparametric Recursive Bivariate Probit Model with Nonparametric Mixing. Australian & New Zealand Journal of Statistics 55:3, pages 321-342.
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Antonella D’Agostino & Andrea Regoli. (2012) Life Conditions and Opportunities of Young Adults: Evidence from Italy in European Comparative Perspective. Social Indicators Research 113:3, pages 1205-1235.
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Giampiero Marra & Rosalba Radice. (2013) A penalized likelihood estimation approach to semiparametric sample selection binary response modeling. Electronic Journal of Statistics 7:none.
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Giampiero Marra & Simon N. Wood. (2011) Practical variable selection for generalized additive models. Computational Statistics & Data Analysis 55:7, pages 2372-2387.
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Giampiero Marra & Rosalba Radice. (2011) Estimation of a semiparametric recursive bivariate probit model in the presence of endogeneity. Canadian Journal of Statistics 39:2, pages 259-279.
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