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Filippou, P. and Kneib, T. and Marra, G. and Radice, Rosalba (2018) A Trivariate Additive Regression Model with Arbitrary Link Functions and Varying Correlation Matrix. Journal of Statistical Planning and Inference 199 , pp. 236-248. ISSN 0378-3758.
Wojtys, Małgorzata and Marra, Giampiero and Radice, Rosalba (2018) Copula based generalized additive models for location, scale and shape with non-random sample selection. Computational Statistics and Data AnalysiS 127 , pp. 1-14. ISSN 0167-9473.
Braumoeller, B. and Marra, G. and Radice, Rosalba and Bradshaw, A. (2018) Flexible causal inference for political science. Political Analysis 26 (1), pp. 54-71. ISSN 1047-1987.
Marra, G. and Radice, Rosalba (2017) Bivariate copula additive models for location, scale and shape. Computational Statistics and Data AnalysiS 112 , pp. 99-113. ISSN 0167-9473.
Filippou, P. and Marra, G. and Radice, Rosalba (2017) Penalized likelihood estimation of a trivariate additive probit model. Biostatistics 18 (3), pp. 569-585. ISSN 1465-4644.
Kreif, N. and Gruber, S. and Radice, Rosalba and Grieve, R. and Sekhon, J.S. (2016) Evaluating treatment effectiveness under model misspecification: a comparison of targeted maximum likelihood estimation with bias-corrected matching. Statistical Methods in Medical Research 25 (5), pp. 2315-2336. ISSN 0962-2802.
Marra, G. and Radice, Rosalba and Bärnighausen, T. and Wood, S. and McGovern, M. (2016) A simultaneous equation approach to estimating HIV prevalence with non-ignorable missing responses. Journal of the American Statistical Association 112 (518), pp. 484-496. ISSN 0162-1459.
Wojtys, M and Marra, G. and Radice, Rosalba (2016) Copula regression spline sample selection models: the R Package SemiParSampleSel. Journal of Statistical Software 71 (6), ISSN 1548-7660.
McGovern, M.E. and Marra, G. and Radice, Rosalba and Canning, D. and Newell, M.L. and Bärnighausen, T. (2015) Adjusting for non-participation bias at an HIV surveillance site in rural South Africa. Journal of the International AIDS Society 18 , ISSN 1758-2652.
Radice, Rosalba and Marra, G. and Wojtys, M. (2015) Copula regression spline models for binary outcomes. Statistics and Computing , ISSN 0960-3174.
McGovern, M.E. and Barnighausen, T. and Marra, G. and Radice, Rosalba (2015) On the assumption of bivariate normality in selection models: a copula approach applied to estimating HIV prevalence. Epidemiology 26 (2), pp. 229-237. ISSN 1044-3983.
Zanin, L. and Radice, Rosalba and Marra, G. (2015) Modelling the impact of women’s education on fertility in Malawi. Journal of Population Economics 28 (1), pp. 89-111. ISSN 0933-1433.
McGovern, M.E. and Marra, G. and Radice, Rosalba and Canning, D. and Newell, M.-L. and Bärnighausen, T. (2015) Adjusting HIV prevalence estimates for non-participation: an application to demographic surveillance. Journal of the International AIDS Society 18 (1), ISSN 1758-2652.
Marra, G. and Radice, Rosalba and Filippou, P. (2015) Regression spline bivariate probit models: a practical approach to testing for exogeneity. Communications in Statistics - Simulation and Computation 46 (3), pp. 2283-2298. ISSN 0361-0918.
Zanin, L. and Radice, Rosalba and Marra, G. (2014) A comparison of approaches for estimating the effect of women's education on the probability of using modern contraceptive methods in Malawi. The Social Science Journal 51 (3), pp. 361-367. ISSN 0362-3319.
Radice, Rosalba and Marra, G. and Missiroli, S. (2014) Testing for the absence of unobserved confounding in Semiparametric Bivariate Probit Models. Computational Statistics 29 (3-4), pp. 715-741. ISSN 0943-4062.
Marra, G. and Radice, Rosalba and Missiroli, S. (2014) Testing the hypothesis of absence of unobserved confounding in semiparametric bivariate probit models. Computational Statistics 29 (3-4), pp. 715-741. ISSN 0943-4062.
Ieva, F. and Marra, G. and Paganoni, A.M. and Radice, Rosalba (2014) A semiparametric bivariate probit model for joint modeling of outcomes in STEMI patients. Computational and Mathematical Methods in Medicine 2014 , p. 240435. ISSN 1748-670X.
Kreif, N. and Grieve, R. and Radice, Rosalba and Sekhon, J.S. (2013) Regression-adjusted matching and double-robust methods for estimating average treatment effects. Health Services and Outcomes Research Methodology 13 (2-4), pp. 174-202. ISSN 1387-3741.
Zanin, L. and Radice, Rosalba and Marra, G. (2013) Estimating the effect of perceived risk of crime on social trust in the presence of endogeneity bias. Social Indicators Research 114 (2), pp. 523-547. ISSN 0303-8300.
Radice, Rosalba and Zanin, L. and Marra, G. (2013) On the effect of obesity on employment in the presence of observed and unobserved confounding. Statistica Neerlandica 67 (4), pp. 436-455. ISSN 0039-0402.
Marra, G. and Papageorgiou, Georgios and Radice, Rosalba (2013) Estimation of a semiparametric recursive bivariate probit model with nonparametric mixing. Australian & New Zealand Journal of Statistics 55 (3), pp. 321-342. ISSN 1369-1473.
Marra, G. and Radice, Rosalba (2013) Estimation of a regression spline sample selection model. Computational Statistics & Data Analysis 61 , pp. 158-173. ISSN 0167-9473.
Sobotka, F. and Radice, Rosalba and Marra, G. and Kneib, T. (2013) Estimating the relationship between women's education and fertility in Botswana by using an instrumental variable approach to semiparametric expectile regression. Journal of the Royal Statistical Society Series C: Applied Statistics 62 (1), pp. 25-45. ISSN 1467-9876.
Marra, G. and Radice, Rosalba (2013) A penalized likelihood estimation approach to semiparametric sample selection binary response modeling. Electronic Journal of Statistics 7 , pp. 1432-1455. ISSN 1935-7524.
Radice, Rosalba (2012) A Bayesian approach to modelling reticulation events with application to the ribosomal protein gene rps11 of flowering plants. Australian and New Zealand Journal of Statistics 54 (4), pp. 401-426. ISSN 1467-842X.
Radice, Rosalba and Ramsahai, R. and Grieve, R. and Kreif, N. and Sadique, Z. and Sekhon, J.S. (2012) Evaluating treatment effectiveness in patient subgroups: a comparison of propensity score methods with an automated matching approach. International Journal of Biostatistics 8 (1), ISSN 1557-4679.
Kreif, N. and Grieve, R. and Radice, Rosalba and Ramsahai, R. and Sadique, Z. and Sekhon, J.S. (2012) Methods for estimating subgroup effects in cost-effectiveness analyses that use observational data. Medical Decision Making 32 (6), pp. 750-763. ISSN 0272-989X.
Marra, G. and Radice, Rosalba (2011) A flexible instrumental variable approach. Statistical Modelling 11 (6), pp. 581-603. ISSN 1471-082X.
Marra, G. and Radice, Rosalba (2011) Estimation of a semiparametric recursive bivariate probit model in the presence of endogeneity. Canadian Journal of Statistics 39 (2), pp. 259-279. ISSN 0319-5724.
Marra, G. and Radice, Rosalba (2011) Do we adequately control for unmeasured confounders when estimating the short-term effect of air pollution on mortality? Water, Air, & Soil Pollution 218 (1-4), pp. 347-352. ISSN 0049-6979.
Marra, G. and Radice, Rosalba (2010) Penalised regression splines: theory and application to medical research. Statistical Methods In Medical Research 19 (2), pp. 107-125. ISSN 0962-2802.
Monfardini, C. and Radice, Rosalba (2008) Testing exogeneity in the Bivariate Probit model: a Monte Carlo study. Oxford Bulletin of Economics and Statistics 70 (2), pp. 271-282. ISSN 0305-9049.