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## Article

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.

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.

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.

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.

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.