Publications

2021

 
 
 
 
 
 
 
 
 
 
 

2020

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
        • Sangalli, L.M. (2020),
          Rejoinder,
          Quality Engineering, 32, 2, 197-198. DOI: 10.1080/08982112.2020.1715430.
 
 
        • Sollini, M., Kirienko, M., Cavinato, L., Ricci, F., Biroli, M., Ieva, F., Calderoni, L., Tabacchi, E., Nanni, C., Zinzani, P.L., Fanti, S.,Guidetti, A., Alessi, A., Corradini, P., Seregni, E., Stella, C.C., Chiti, A. (2020),
          Methodological framework for radiomics applications in Hodgkin Lymphoma,
          European Journal of Hybrid Imaging, DOI: 10.1186/s41824-020-00078-8.
 
 
 

2019

 
 
 
 
 
 
 
        • Ieva, F., Paganoni, A.M., Romo, J., Tarabelloni, N. (2019),
          roahd Package: Robust Analysis of High Dimensional Data,
          The R Journal, In press.
 
 
 
 
 
 
 
 

2018

 
 
 
        • Bottle, A., Ventura, C.M., Dharmarajan, K., Aylin, P., Ieva, F., Paganoni, A.M. (2018, online first 2017),
          Regional variation in hospitalisation and mortality in heart failure: comparison of England and Lombardy using multistate modelling,
          Health Care Management of Science, 21(3): 292–304. DOI:10.1007/s10729-017-9410-x
 
 
 
        • Ekin, T., Ieva, F., Ruggeri, F., Soyer, R. (2018),
          Statistical Medical Fraud Assessment: Exposition to an Emergine Field,
          International Statistical Review, DOI: 10.1111/insr.12269
 
        • Ghiglietti,A., Scarale, M.G., Miceli, R., Ieva, F., Mariani, L., Gavazzi, C., Paganoni, A.M., Edefonti, V. (2018),
          Urn models for response-adaptive randomized designs: a simulation study based on a non-adaptive randomized trial,
          Journal of Biopharmaceutical Statistics, DOI: 10.1080/10543406.2018.1452024
 
 
 
 
        • Ieva, F., Gasperoni, F.,(2018)
          Discussion on the paper “Statistical challenges of administrative and transaction data” by David J. Hand, 
          Journal of the Royal Statistical Society – series A, DOI: 10.1111/rssa.1231
 
        • Ieva, F., Bitonti, D. (2018),
          Network analysis of comorbidity patterns in Heart Failure patients using administrative data,
          Epidemiology, Biostatistics and Public Health, 15(2): e12779 doi: 10.2427/12779
 
 
 
        • Masci, C., Geraint, J., Agasisti, T. (2018),
          Student and school performance across countries: A machine learning approach,
          European Journal of Operational Research 269.3 (2018): 1072-1085.
 
 
 
 
 
 
 
        • Secchi, P., (2018)
          On the role of statistics in the era of big data: A call for a debate,
          Statistics and Probability Letters, 136, 10-14
 
 
 
 

2017

 
 
        • Cabassi, A., Pigoli, D., Secchi, P., Carter, P.A. (2017),
          Permutation tests for the equality of covariance operators of functional data with applications to evolutionary biology,
          Electronic Journal of Statistics, 11, 3815-3840.
 
 
 
 
        • Gasperoni, F., Ieva, F., Barbati, G., Scagnetto, A., Iorio, A., Sinagra, G., Di Lenarda, A. (2017),
          Multi-state modelling of heart failure care path: A population-based investigation from Italy.
          PLOS ONE 12(6): e0179176. 
 
 
 
 
 
        • Ieva, F., Paganoni, A.M., Pietrabissa, T., (2017, online first 2016),
          Dynamic clustering of hazard functions: an application to disease progression in chronic heart failure,
          Health Care Management of Science, 20: 353–364.
 
        • Ieva, F., Paganoni, A.M., (2017)
          A taxonomy of outlier detection methods for robust classification in multivariate functional data,
          Statistical Papers. DOI: 10.1007/s00362-017-0953-1.
 
 
 
 
        • Parodi, A.C.L., Sangalli, L.M., Vantini, S., Amati, B., Secchi, P., Morelli, M.J., (2017),
          FunChIP: a R/Bioconductor package for functional classification of ChIP-seq data,
          Bioinformatics, 33 (16), 2570–2572.
 
 
 
 
 
 

2016

        • Agasisti, T., Ieva, F., Paganoni, A.M. (2016),
          Heterogeneity, school-effects and achievement gaps across Italian regions: further evidence from statistical modeling,
          Statistical Methods And Applications, DOI: 10.1007/s10260-016-0363-x.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
        • Secchi, P., Vantini, S., Zanini, P. (2016),
          Hierarchical independent component analysis: A multi-resolution non-orthogonal data-driven basis,
          Computational Statistics and Data Analysis, 95, 133-149.
 
 
 

2015

 
 
 
 
 
        • Hébert-Losier, K., Pini, A., Vantini , S., Strandberg, J., Abramowicz, K., Schelin, L., Häger, C. K. (2015),
          One-leg hop kinematics 20 years following anterior cruciate ligament rupture: Data revisited using functional data analysis,
          Clinical Biomechanics, 30(10), 1153-1161.
 
        • Ieva, F., Secchi, P., Vantini, S. (2015),
          Big data: the next challenge for statistics,
          Lettera Matematica, 3(3), 111-120.
 
        • Ieva. F., Paganoni, A.M. (2015),
          Discussion of “Multivariate Functional Outlier Detection” by M.Hubert, P.Rousseeuw and P. Segaert,
          Statistical Methods and Application, 24(2), 217-221.
 
 
        • Nicolai, N., Sangalli, L.M., Necchi, A., Giannatempo, P., Paganoni, A.M., Colecchia, M., Piva, L., Catanzaro, M., Biasoni, D., Stagni, S., Torelli, T., Raggi, D., Faré, E., Pizzocaro, G., Salvioni, R. (2015),
          A combination of cisplatin and 5-fluorouracil plus a taxane in patients undergoing lymph-node dissection for nodal metastases from squamous cell carcinoma (SCC) of the penis: treatment outcome and survival analyses in neo-adjuvant and adjuvant settings,
          Clinical Genitourinary Cancer, DOI: 10.1016/j.clgc.2015.07.009.
 
 
 
        • Secchi, P., Vantini, S., Vitelli, V. (2015),
          Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan [with discussion],
          Statistical Methods and Applications, 24(2), 279-300.
 
        • Secchi, P., Vantini, S., Vitelli, V. (2015),
          Rejoinder to discussion of “Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan”,
          Statistical Methods and Applications, 24(2), 335-338.

2014

 
 
 
 
        • Dalla Rosa, M., Sangalli, L.M., Vantini, S. (2014),
          Principal Differential Analysis of the Aneurisk65 Data Set,
          Advances in Data Analysis and Classification, 8(3), 287-302.
 
        • Giannatempo, P., Paganoni, A. M., Sangalli, L.M., Colecchia, M., Piva, L., Catanzaro, M., Torelli, T., Farè, E., Raggi, D., Biasoni, D., Stagni, S., Pizzocaro, G., Salvioni, R., Nicolai, N. (2014),
          Survival analyses of adjuvant or neoadjuvant combination of a taxane plus cisplatin and 5-fluorouracil (TPF) in patients with bulky nodal metastases from squamous cell carcinoma of the penis (PSCC): Results of a single high-volume center,
          Journal Of Clinical Oncology, 32, suppl 4, abstr 377.
 
 
 
 
 
 
        • Marron, J.S., Ramsay, J.O., Sangalli, L.M., Srivastava, A. (2014),
          Statistics of Time Warpings and Phase Variations,
          Electronic Journal of Statistics, Special Section on “Statistics of Time Warpings and Phase Variations”, 8(2), 1697-1702.
 
 
        • Nicolai, N., Sangalli, L.M., Necchi, A., Giannatempo, P., Paganoni, A.M., Colecchia, M., Piva, L., Catanzaro, M., Biasoni, D., Stagni, S., Torelli, T., Raggi, D., Faré, E., Crestani, A., Pizzocaro, G., Salvioni, R. (2014),
          Neo-adjuvant and adjuvant combination of a taxane plus cisplatin and 5-fluorouracil in patients undergoing lymph-node dissection for nodal metastases from squamous cell carcinoma (SCC) of the penis: Is there an indication for a recommendable use?,
          European Urology Supplements, 13(1), e57.
 
 
        • Pigoli, D., Aston, J.A.D., Dryden, I.L., Secchi, P. (2014),
          Distances and inference for covariance operators,
          Biometrika, 101, 409-422.
 
 
 

2013

 
 
 
 
 
 
 
 
 
        • Sangalli, L.M., Ramsay, J.O., Ramsay, T.O. (2013),
          Spatial spline regression models,
          Journal of the Royal Statistical Society Ser. B, Statistical Methodology, 75(4), 681–703.
 
        • Secchi, P., Vantini, S., Vitelli, V. (2013),
          Bagging Voronoi classifiers for clustering spatial functional data,
          International Journal of Applied Earth Observation and Geoinformation, 22, 53-64.
 
        • Secchi, P., Stamm, A., Vantini, S. (2013),
          Inference for the Mean of Large p Small n Data: a Finite-Sample High-Dimensional Generalization of Hotelling’s Theorem,
          Electronic Journal of Statistics, 7, 2005–2031.
 
 

2012

        • Aletti, G., May, C., Secchi, P. (2012),
          A functional equation whose unknown is P([0,1]) valued,
          Journal of Theoretical Probability, 25(4), 1207-1232.
 
 
        • Castruccio, S., Bonaventura L., Sangalli, L.M. (2012),
          A Bayesian approach to spatial prediction with flexible variogram models,
          Journal of Agricultural, Biological, and Environmental Statistics, 17(2), 209-227.
 
 
        • Flournoy, N., May, C., Secchi, P. (2012),
          Asymptotically Optimal Response-Adaptive Designs for Allocating the Best Treatment: An Overview,
          International Statistical Review, 80, 293-305.
 
 
 
 
        • Passerini, T., Sangalli, L.M., Vantini, S., Piccinelli, M., Bacigaluppi, S., Antiga, L., Secchi, P., Veneziani, A. (2012),
          An Integrated CFD-Statistical Investigation of Parent Vasculature of Cerebral Aneurysms,
          Cardiovascular Engineering and Technology, 3(1), 26-40.
 
        • Pigoli, D., Secchi, P. (2012),
          Estimation of the mean for spatially dependent data belonging to a Riemannian manifold,
          Electronic Journal of Statistics, 6, 1926-1942.
 
 
        • Vantini, S. (2012),
          On the Definition of Phase and Amplitude Variability in Functional Data Analysis,
          Test, 21(4), 676-696.

2011

 
        • Di Maio, F.,  Secchi, P.,  Vantini, S.,  Zio, E., (2011),
          Fuzzy C-Means Clustering of Signal Functional Principal Components for Post-Processing Dynamic Scenarios of a Nuclear Power Plant Digital Instrumentation and Control System,
          IEEE Transactions on Reliability, 60(2), 415-465.
 
        • Ieva, F., Paganoni, A.M. (2011),
          Process indicators for assessing quality of hospitals care: a case study on Stemi patients,
          JP Journal of Biostatistics, 6(1), 53-75, 2011.
 
        • Secchi, P., Vantini, S., Vitelli, V. (2011),
          A clustering algorithm for spatially dependent functional data,
          Procedia Enviromental Sciences, 7, 176-181.

2010

        • Accoto, N., Ryden, T., Secchi, P. (2010),
          Bayesian Hidden Markov models for performance-based regulation of continuity of electricity of supply,
          IEEE Transactions On Power Delivery, 25, 1236-1249.
 
        • de Lalla, C., Rinaldi, A. , Montagna, D., Sangalli, L.M., Azzimonti, L., Paganoni, A.M., Maccario, R., Bernardo, M.E., Locatelli, F. Dellabona, P., Casorati, G. (2010),
          iNKT cell reconstitution in paediatric leukaemia patients following haploidentical stem cell transplantation suggests contribution to leukaemia control and reveals independent CD4+ and CD4-subset maturation programmes,
          Bone Marrow Transplantation, 45, S206-S206.
 
 
        • Nicolini, F., Beghi, C., Barbieri, F., Secchi, P., Agostinelli, A., Fragnito, C., Spaggiari, I., Gherli , T. (2010),
          Aortic valve replacement in octogenarians: analysis of risk factors for early and late mortality,
          Journal of Heart Valve Disease, 19, 615-622.
 
 
 
 

2009

        • Aletti, G., May, C., Secchi, P. (2009),
          A central limit theorem, and related results, for a two-color randomly reinforced urn,
          Advances in Applied Probability, 41, 829-844.
 
        • Ammirati, E., Cristell, N., Cannistraci, C., Vecchio, V., Paganoni, A.M., Sangalli, L., Palini, A. Monello, A., Banfi, M., Uren, N., Manfredi, A., Cianflone, D., Maseri, A. (2009),
          Cytokine differentiation pattern in patients with ST-Elevation Myocardial Infarction (STEMI) associated with high levels of circulating interleukin (IL)-6,
          Atherosclerosis Supplements, 10(2), e466.
 
        • Ammirati, E., Cristell, N., Cannistraci, C., Paganoni, A.M., Sangalli, L., Monello, A., Uren, N., Manfredi, A., Cianflone, D., Maseri, A. (2009),
          Distinctive cytokine signature in patients with ST-Elevation Myocardial Infarction (STEMI) associated with high levels of circulating interleukin (IL)6,
          European Heart Journal, 30, Suppl. 1, 934-935.
 
        • Colecchia, M., Nicolai, N., Secchi, P., Bandieramonte, G., Paganoni, A.M., Sangalli, L.M., Piva, L., Salvioni, R. (2009),
          pT1 Penile Squamous Cell Carcinoma of the Penis: a Clinicopathologic Study of 56 Cases Treated by CO2 Laser Therapy,
          Analytical and Quantitative Cytology and Histology, 31(3), 153-160.