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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information on professor
ProfessorIeva Francesca
QualificationUntenured researcher legge 240/10
Belonging DepartmentDipartimento di Matematica
Scientific-Disciplinary SectorSECS-S/01 - Statistics
Curriculum VitaeDownload CV (435.15Kb - 16/07/2019)
OrcIDhttps://orcid.org/0000-0003-0165-1983

Contacts
Professor's office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Matematica--626WednesdayFrom 13:45
To 15:15
02.2399.4578--The scheduling of appointments by e-mail is mandatory.
E-mailfrancesca.ieva@polimi.it
Professor's personal websitehttps://sites.google.com/view/francesca-ieva/home

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2019 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
A k-means procedure based on a Mahalanobis type distance for clustering multivariate functional data (Show >>)
Adherence to recommendations and clinical outcomes of patients hospitalized for stroke: the role of the admission ward - a real-life investigation from Italy (Show >>)
Adherence to Disease-Modifying Therapy in Patients Hospitalized for HF: Findings from a Community-Based Study (Show >>)
roahd Package: Robust Analysis of High Dimensional Data (Show >>)
Comparing methods for comparing networks (Show >>)
Traduzione di libro
Statistica Medica (Show >>)
Conference proceedings
Are Real World Data the smart way of doing Health Analytics? (Show >>)
Hospital effect on 3-years-survival in patients undergone to lung tumor surgery: a real-world study. (Show >>)
Joint Models: a smart way to include functional data in healthcare analytics (Show >>)
Classification of Italian classes via bivariate semiparametric multilevel models (Show >>)
Abstract in Atti di convegno
Data Mining Application to Healthcare Fraud Detection: Two-Step Unsupervised Clustering Method for Outlier Detection with Administrative Databases (Show >>)
Poster
Investigating the role of proteinuria in renal disease: A real-world clinical case study (Show >>)


List of publications and reserach products for the year 2018 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction (Show >>)
A multi-state approach to patients affected by chronic heart failure (Show >>)
Regional variation in hospitalisation and mortality in heart failure: comparison of England and Lombardy using multistate modelling (Show >>)
Network analysis of comorbidity patterns in Heart Failure patients using administrative data. (Show >>)
Urn models for response-adaptive randomized designs: a simulation study based on a nonadaptive randomized trial (Show >>)
Joint modelling of recurrent events and survival: a Bayesian nonparametric approach (Show >>)
STATISTICAL ASSESSMENT AND CALIBRATION OF NUMERICAL ECG MODELS (Show >>)
Non-parametric frailty Cox models for hierarchical time-to-event data (Show >>)
Statistical Medical Fraud Assessment: Exposition to an Emerging Field (Show >>)
Conference proceedings
Optical Quantification of Collagen and Breast Cancer: Lesion Classification and Risk Estimate (Show >>)
Unsupervised clustering of Italian schools via non-parametric multilevel models. (Show >>)
A simulation study on the use of response-adaptive randomized designs. (Show >>)
Multi-State model with nonparametric discrete frailty. (Show >>)
Investigating the effect of drugs consumption on survival outcome of Heart Failure patients using joint models: a case study based on regional administrative data. (Show >>)
Target dosages and adherence to PolyPharmacy therapy: a case study based on a regional real-world HF community (Show >>)


List of publications and reserach products for the year 2017 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
On linear regression models in infinite dimensional spaces with scalar response (Show >>)
Dynamic clustering of hazard functions: an application to disease progression in chronic heart failure (Show >>)
Bivariate multilevel models for the analysis of mathematics and reading pupils' achievements (Show >>)
Heterogeneity, school-effects and the North/South achievement gap in Italian secondary education: evidence from a three-level mixed model (Show >>)
Statistical inference for stochastic processes: Two sample hypothesis tests (Show >>)
Non-invasive optical estimate of tissue composition to differentiate malignant from benign breast lesions: A pilot study (Show >>)
Critical values improvement for the standard normal homogeneity test by combining Monte Carlo and regression approaches (Show >>)
On the Use of the Concentration Function in Medical Fraud Assessment. (Show >>)
Multi state modelling of Heart Failure care path: a population-based investigation from Italy. (Show >>)
Component-wise outlier detection methods for robustifying multivariate functional samples (Show >>)
Multi-state modelling of repeated hospitalisation and death in patients with heart failure: The use of large administrative databases in clinical epidemiology (Show >>)
Trends in heart failure hospitalizations, patient characteristics, in-hospital and 1-year mortality: A population study, from 2000 to 2012 in Lombardy (Show >>)
Contributions on scientific books
Using statistical analytics to study school performance through administrative datasets (Show >>)


List of publications and reserach products for the year 2016 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Risk Prediction for Myocardial Infarction via Generalized Functional Regression Models. (Show >>)
Does class matter more than school? Evidence from a multilevel statistical analysis on Italian junior secondary school students (Show >>)
Methodological issues on the use of administrative data in healthcare research: the case of heart failure hospitalizations in Lombardy region, 2000 to 2012 (Show >>)
Covariance-based Clustering in Multivariate and Functional Data Analysis (Show >>)
Short-and long-term mortality and heart failure hospital re-admissions among patients hospitalised for heart failure: a regional population-based investigation from Italy. European Journal of Heart Failure (Show >>)
Scientific Books
Laboratorio di Statistica con R 2/Ed. con MyLab e eText (Show >>)
Conference proceedings
Analysis of pupils’ INVALSI achievements by means of bivariate multilevel models. (Show >>)
Multi-state Approach to Administrative Data on Patients affected by Chronic Heart Failure. (Show >>)
Robust classification of multivariate functional data. (Show >>)
Competing risks between mortality and heart failure hospital re-admissions: a community-based investigation from the Trieste area (Show >>)
Multi-state models for hospitalizations of heart failure patients in Trieste (Show >>)
Is collagen an independent risk factor for breast cancer? (Show >>)


List of publications and reserach products for the year 2015 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Detecting and Visualizing Outliers in Provider Profiling via Funnel Plots and Mixed Effect Models (Show >>)
A new robust statistical model for interpretation of differences in serial test results from an individual (Show >>)
Use of Depth Measure for Multivariate Functional Data in Disease Prediction: An Application to Electrocardiograph Signals (Show >>)
Big data: the next challenge for statistics (Show >>)
Contributions on scientific books
BarCamp: Technology Foresight and Statistics for the Future (Show >>)
Conference proceedings
Methodological Issues in the Use of Administrative Databases to Study Heart Failure (Show >>)
Time domain diffuse optical spectroscopy: In vivo quantification of collagen in breast tissue (Show >>)
Optical discrimination between malignant and benign breast lesions (Show >>)
manifesti v. 3.1.9 / 3.1.9
Area Servizi ICT
14/12/2019