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- Lecturer in Biostatistics
- ICH - Molecular & Cellular Immunology
- Infection Immunity Inflammation & Physio
- Faculty of Population Health Sciences
Marco obtained a Laurea (MSc) summa cum laude in Economics from the University of Sassari (Italy) with a thesis on "Recent Theoretical and Applied Developments of the Statistical Analysis of Spatio-Temporal Data". He received his PhD in applied statistics from the University of Florence by defending his doctoral dissertation on "Prediction in Nonparametric and Semiparametric Modelling with Random Effects". He conducted methodological and applied research at the Council of National Research (Italy), at the University of South Carolina (USA), and at the University of Manchester (UK). He is currently Lecturer in Biostatistics at University College London. He serves as Vice Chair of the General Applications Section of the Royal Statistical Society and as Editor (Statistical) of the Journal of Child Health Care.
Marco's research interests are in statistical methods and applications for health and socioeconomic sciences. In particular, he developed linear quantile mixed models (LQMM), quantile regression models for correlated data. Being an R enthusiast, he authored lqmm, an R package for estimating quantile regression models for independent and hierarchical data. Past research includes nonparametric and semiparametric regression for disease and poverty clustering.
Collaborative work at the Institute of Child Health is currently focused on: developing processing software for large-scale population-based accelerometer data; developing statistical methods to model physical activity profiles in young children; and investigating determinants of physical activity using data of the Millennium Cohort Study. Other present and past collaborations include studies on: childhood, teenage and young adults cancer, apoptosis imaging with positron emission tomography, and Crohn's disease.
October 2011 - "Introduction to quantile regression", Statistical Courses, Institute of Child Health
April 2012 - "Introduction to quantile regression", Statistical Courses, Institute of Child Health
February 2013 - "Introduction to quantile regression", Statistical Courses, Institute of Child Health
March 2014 - "Quantile regression", Further Modelling with Applications in Health Research (STATG021, STATM021), MSc in Medical Statistics, UCL Department of Statistical Science
|DEC-2010||Lecturer in Biostatistics||Centre for Paediatric Epidemiology and Biostatistics, ICH||University College London, United Kingdom|
|JAN-2007 – NOV-2010||Research Statistician||School of Medicine||University of Manchester, United Kingdom|
|JAN-2005 – SEP-2006||Research Fellow||Epidemiology and Biostatistics||University of South Carolina, United States|
|JUN-2001 – DEC-2001||Research Assistant||National Council of Research, Italy|
|2005||PhD||Doctor of Philosophy||Universita degli Studi di Firenze|
|2000||MSc||Master of Science||Universita degli Studi di Sassari|