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Le informazioni sulla didattica, sulla ricerca e sui compiti istituzionali riportate in questa pagina sono certificate dall'Ateneo; ulteriori informazioni, redatte a cura del docente, sono disponibili sulla pagina web personale e nel curriculum vitae indicati nella scheda.
Informazioni sul docente
DocentePaganoni Anna Maria
QualificaProfessore ordinario a tempo pieno
Dipartimento d'afferenzaDipartimento di Matematica
Settore Scientifico DisciplinareSECS-S/01 - Statistica
Curriculum VitaeScarica il CV (687.54Kb - 16/01/2020)

Orario di ricevimento
Matematica----GiovedìDalle 11:30
Alle 13:30
Pagina web redatta a cura del docentehttps://www.mate.polimi.it/?view=pp&id=65&lg=it#ann

Fonte dati: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2021 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
Interpretability and interaction learning for logistic regression models (Mostra >>)
Multinomial semiparametric mixed-effects model for profiling engineering university students (Mostra >>)
Articoli su riviste
Development of a method for generating SNP interaction-aware polygenic risk scores for radiotherapy toxicity (Mostra >>)
Evaluating class and school effects on the joint student achievements in different subjects: a bivariate semiparametric model with random coefficients (Mostra >>)
Generalized mixed‐effects random forest: A flexible approach to predict university student dropout (Mostra >>)
Performing Learning Analytics via Generalised Mixed-Effects Trees (Mostra >>)
Treatment prescription, adherence, and persistence after the first hospitalization for heart failure: A population-based retrospective study on 100785 patients (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2020 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Abstract in Atti di convegno
Deep Sparse Autoencoder-based Feature Selection for SNPs validation in Prostate Cancer Radiogenomics (Mostra >>)
Contributi su volumi (Capitolo o Saggio)
Proton-Pump Inhibitor Provider Profiling via Funnel Plots and Poisson Regression (Mostra >>)
Contributo in Atti di convegno
Generalized Mixed Effects Random Forest: does Machine Learning help in predicting university student dropout? (Mostra >>)
Prediction of late radiotherapy toxicity in prostate cancer patients via joint analysis of SNPs sequences (Mostra >>)
Monografie o trattati scientifici
Eserciziario di Statistica Inferenziale (Mostra >>)
Articoli su riviste
A Deep Learning Approach Validates Genetic Risk Factors for Late Toxicity After Prostate Cancer Radiotherapy in a REQUITE Multi-National Cohort (Mostra >>)
Component-wise outlier detection methods for robustifying multivariate functional samples (Mostra >>)
Evaluating the effect of healthcare providers on the clinical path of heart failure patients through a semi-Markov, multi-state model (Mostra >>)
Hidden Markov Models for multivariate functional data (Mostra >>)
Multivariate Hidden Markov Models for disease progression (Mostra >>)
Non-parametric frailty Cox models for hierarchical time-to-event data (Mostra >>)
The Leydig cell tumor Scaled Score (LeSS) A method to distinguish benign from malignant cases, with additional correlation with MDM2 and CDK4 amplification (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2019 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Traduzione di libro
Statistica Medica (Mostra >>)
Contributo in Atti di convegno
Classification of Italian classes via bivariate semiparametric multilevel models (Mostra >>)
Data-driven tool for monitoring of students performance (Mostra >>)
Articoli su riviste
A k-means procedure based on a Mahalanobis type distance for clustering multivariate functional data (Mostra >>)
Impact of in-hospital cardiac rehabilitation on mortality and readmissions in heart failure: A population study in Lombardy, Italy, from 2005 to 2012 (Mostra >>)
Marked point process models for the admissions of heart failure patients (Mostra >>)
Semiparametric mixed-effects models for unsupervised classification of Italian schools (Mostra >>)
roahd Package: Robust Analysis of High Dimensional Data (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2018 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributo in Atti di convegno
A simulation study on the use of response-adaptive randomized designs. (Mostra >>)
Analysis of dropout in engineering BSc using logistic mixed-effect models. (Mostra >>)
Hidden Markov Models for disease progression. (Mostra >>)
Multi-State model with nonparametric discrete frailty. (Mostra >>)
Optical Quantification of Collagen and Breast Cancer: Lesion Classification and Risk Estimate (Mostra >>)
Speet: Visual data analysis of engineering students performance from academic Data? (Mostra >>)
Unsupervised clustering of Italian schools via non-parametric multilevel models. (Mostra >>)
Articoli su riviste
A multi-state approach to patients affected by chronic heart failure (Mostra >>)
A semiparametric Bayesian joint model for multiple mixed-type outcomes: an application to acute myocardial infarction (Mostra >>)
Immunomodulatory drugs in the context of autologous hematopoietic stem cell transplantation associate with reduced pro-tumor T cell subsets in multiple myeloma (Mostra >>)
Regional variation in hospitalisation and mortality in heart failure: comparison of England and Lombardy using multistate modelling (Mostra >>)
Serum human epididymis protein 4 vs. carbohydrate antigen 125 in ovarian cancer follow-up (Mostra >>)
Urn models for response-adaptive randomized designs: a simulation study based on a nonadaptive randomized trial (Mostra >>)
Vector boson scattering: Recent experimental and theory developments (Mostra >>)

Elenco delle pubblicazioni e dei prodotti della ricerca per l'anno 2017 (Mostra tutto | Nascondi tutto)
Tipologia Titolo Pubblicazione/Prodotto
Contributi su volumi (Capitolo o Saggio)
Using statistical analytics to study school performance through administrative datasets (Mostra >>)
Articoli su riviste
Bivariate multilevel models for the analysis of mathematics and reading pupils' achievements (Mostra >>)
Dynamic clustering of hazard functions: an application to disease progression in chronic heart failure (Mostra >>)
Exact tests for the means of Gaussian stochastic processes (Mostra >>)
Functional regression models: some directions of future research (Mostra >>)
Heterogeneity, school-effects and the North/South achievement gap in Italian secondary education: evidence from a three-level mixed model (Mostra >>)
Laparoscopic retroperitoneal lymph-node dissection (L-RPLND) in clinical stage I non-seminomatous germ-cell tumors of the testis (NSGCTT): safety and efficacy analyses in a high-volume center (Mostra >>)
Non-invasive optical estimate of tissue composition to differentiate malignant from benign breast lesions: A pilot study (Mostra >>)
On linear regression models in infinite dimensional spaces with scalar response (Mostra >>)
Statistical inference for stochastic processes: Two sample hypothesis tests (Mostra >>)
Trends in heart failure hospitalizations, patient characteristics, in-hospital and 1-year mortality: A population study, from 2000 to 2012 in Lombardy (Mostra >>)
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