Marco Geraci | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Additive quantile regression for clustered data with an application to children's physical activity	JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS	2018
An increased Bax/Bcl-2 ratio in circulating inflammatory cells predicts primary response to infliximab in inflammatory bowel disease patients	UNITED EUROPEAN GASTROENTEROLOGY JOURNAL	2018
The Laplace distribution	SIGNIFICANCE	2018
In-hospital outcomes in large for gestational age infants at 22 to 29 weeks' gestation	JOURNAL OF PEDIATRICS	2018
Using functional data analysis to understand daily activity levels and patterns in primary school-aged children: Cross-sectional analysis of a UK-wide study	PLOS ONE	2017
Probabilistic principal component analysis to identify profiles of physical activity behaviours in the presence of non-ignorable missing data	JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS	2016
Qtools: A collection of models and tools for quantile inference	THE R JOURNAL	2016
Statistical dinosaurs and other creatures	SIGNIFICANCE	2016
Transparency in a world of complexity: Basic guidelines for improved statistical reporting	JOURNAL OF CHILD HEALTH CARE	2016
Anthropometric charts for infants born between 22 and 29 weeks’ gestation	PEDIATRICS	2016
Modelling normative kinetic perimetry isopters using mixed-effects quantile regression	JOURNAL OF VISION	2016
Associations between children's behavioural and emotional development and objectively measured physical activity and sedentary time: Findings from the UK Millennium Cohort Study	LONGITUDINAL AND LIFE COURSE STUDIES	2016
Estimation of regression quantiles in complex surveys with data missing at random: An application to birthweight determinants	STATISTICAL METHODS IN MEDICAL RESEARCH	2016
Aranda-Ordaz quantile regression for student performance assessment	JOURNAL OF APPLIED STATISTICS	2016
Robust quantile regression of surveys with data missing at random	Proceedings ESRA 2015	2015
Some proposals for transformation-based prediction of conditional quantiles when the outcome is bounded	Proceedings JSM 2015	2015
Aranda-Ordaz quantile regression for student performance assessment	Proceedings JSM 2015	2015
Environmental influences on children’s physical activity	JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH	2015
Improved transformation-based quantile regression	CANADIAN JOURNAL OF STATISTICS	2015

Interessi di ricerca

Statistical methods and applications for health sciences; quantile inference; random-effects models; multivariate statistics; missing data; directional statistics; statistical computing; R and C++ programming; spatial statistics; accelerometer data; physical activity; maternal and child health; epidemiology; pediatric oncology; Crohn's disease.