Rosalba Radice

Lecturer in Statistics

BSc (Bologna, Italy), MSc (UCL), PhD (Bath)

Phone: +44 (0) 20 7631 6795
Email: r.radice@bbk.ac.uk
Fax: +44 (0) 20 7631 6416
Room: 747
Office Hours: email for appointment

Research Interests

  • Simultaneous equation estimation
  • Semiparametric regression
  • Sample selection bias
  • Endogeneity
  • Observed and unobserved confounding
NEWS: Forthcoming two-day course in regression methods for addressing hidden bias in observational studies.

 

R packages

SemiParBIVProbit and SemiParSampleSel

 

Publications

      Statistical Articles

  • Marra, G., Radice, R. and Missiroli, S. (forthcoming). Testing the Hypothesis of Absence of Unobserved Confounding in Semiparametric Bivariate Probit Models. Computational Statistics

  • Radice, R., Zanin, L. and Marra, G. (forthcoming). On the Effect of Obesity on Employment in the Presence of Observed and Unobserved Confounding. Statistica Neerlandica

  • Marra, G., Papageorgiou, G. and Radice, R. (forthcoming). Estimation of a Semiparametric Recursive Bivariate Probit Model with Nonparametric Mixing. Australian & New Zealand Journal of Statistics

  • Marra, G. and Radice, R. (2013). A Penalized Likelihood Estimation Approach to Semiparametric Sample Selection Binary Response Modeling. Electronic Journal of Statistics, 7: 1432-1455, doi

  • Marra, G. and Radice, R. (2013). Estimation of a Regression Spline Sample Selection Model. Computational Statistics and Data Analysis, 61: 158-173, doi

  • Sobotka, F., Radice, R., Marra, G. and Kneib, T. (2013), Estimating the Relationship of Women's Education and Fertility in Botswana Using an Instrumental Variable Approach to Semiparametric Expectile Regression. Journal of the Royal Statistical Society Series C, 62(1): 25-45, doi

  • Radice, R. (2012), A Bayesian Approach to Modelling Reticulation Events with Application to the Ribosomal Protein Gene rps11 of Flowering Plants. Australian & New Zealand Journal of Statistics, 54(4): 401-426, doi

  • Marra, G. and Radice, R. (2011), Estimation of a Semiparametric Recursive Bivariate Probit Model in the Presence of Endogeneity. Canadian Journal of Statistics, 39(2): 259-279, doi

  • Marra, G. and Radice, R. (2011), A Flexible Instrumental Variable Approach. Statistical Modelling, 11(6): 581-603, doi

  • Marra, G. and Radice, R. (2010), Penalised Regression Splines: Theory and Application to Medical Research. Statistical Methods in Medical Research, 19(2): 107-125, doi

  •  Monfardini, C. and Radice, R. (2008), Testing Exogeneity in the Bivariate Probit Model: A Monte Carlo Study. Oxford Bulletin of Economics and Statistics, 70(2): 271-282, doi

      Applications and Case Studies

  • Kreif, N., Grieve, R., Radice, R. and Sekhon, J.S. (2013), Regression-Adjusted Matching and Double-Robust Methods for Estimating Average Treatment Effects. Health Services and Outcomes Research Methodology, 13: 174-202, doi
  • Zanin, L., Radice, R. and Marra, G. (forthcoming), Estimating the Effect of Perceived Risk of Crime on Social Trust in the Presence of Endogeneity Bias. Social Indicators Research, doi

  • Kreif, N., Grieve, R., Radice, R., Ramsahai, R., Sadique, Z. and Sekhon, J.S. (2012), Methods for Estimating Subgroup Effects in Cost-Effectiveness Analyses that Use Observational Data. Medical Decision Making, 32: 750-763, doi

  • Radice, R., Ramsahai, R., Grieve, R., Kreif, N., 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), doi

  • Marra, G. and Radice, R. (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): 347-352, doi

 

Teaching 2012-13

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Department of Economics, Mathematics and Statistics, Birkbeck, University of London, Malet St, London WC1E 7HX.