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Francesca Martella
Francesca Martella
Verified email at uniroma1.it
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Year
Genome‐wide linkage analysis for human longevity: Genetics of Healthy Aging Study
M Beekman, H Blanché, M Perola, A Hervonen, V Bezrukov, E Sikora, ...
Aging cell 12 (2), 184-193, 2013
2082013
Introduction to clustering
P Giordani, MB Ferraro, F Martella, P Giordani, MB Ferraro, F Martella
An Introduction to Clustering with R, 3-5, 2020
652020
Cardioprotective strategy for patients with nonmetastatic breast cancer who are receiving an anthracycline-based chemotherapy: a randomized clinical trial
L Livi, G Barletta, F Martella, C Saieva, I Desideri, C Bacci, MR Del Bene, ...
JAMA oncology 7 (10), 1544-1549, 2021
462021
A biclustering approach to university performances: an Italian case study
V Raponi, F Martella, A Maruotti
Journal of Applied Statistics 43 (1), 31-45, 2016
372016
Classification of microarray data with factor mixture models
F Martella
Bioinformatics 22 (2), 202-208, 2006
342006
Biclustering of gene expression data by an extension of mixtures of factor analyzers
F Martella, M Alfo, M Vichi
The international journal of biostatistics 4 (1), 2008
272008
Classifying and mapping potential distribution of forest types using a finite mixture model
F Attorre, F Francesconi, M De Sanctis, M Alfò, F Martella, R Valenti, ...
Folia Geobotanica 49, 313-335, 2014
222014
Dynamic mixtures of factor analyzers to characterize multivariate air pollutant exposures
A Maruotti, J Bulla, F Lagona, M Picone, F Martella
212017
Hierarchical clustering
P Giordani, MB Ferraro, F Martella, P Giordani, MB Ferraro, F Martella
An Introduction to Clustering with R, 9-73, 2020
15*2020
Dimensions of well-being and their statistical measurements
C Ferrara, F Martella, M Vichi
Topics in theoretical and applied statistics, 85-99, 2016
152016
Clustering microarray data using model-based double K-means
F Martella, M Vichi
Journal of Applied Statistics 39 (9), 1853-1869, 2012
142012
Acute tolerance of Moderna mRNA-1273 vaccine against COVID-19 in patients with cancer treated with radiotherapy
S Scoccianti, CD Paoli, BG Leonulli, L Paoletti, P Alpi, S Caini, R Barca, ...
The Lancet Oncology 22 (9), 1212-1214, 2021
122021
Finite mixture clustering of human tissues with different levels of IGF-1 splice variants mRNA transcripts
M Pelosi, M Alfò, F Martella, E Pappalardo, A Musarò
BMC bioinformatics 16, 1-17, 2015
122015
Hierarchical mixture models for biclustering in microarray data
F Martella, M Alfò, M Vichi
Statistical Modelling 11 (6), 489-505, 2011
102011
A mixture model with random‐effects components for classifying sibling pairs
F Martella, JK Vermunt, M Beekman, RGJ Westendorp, PE Slagboom, ...
Statistics in medicine 30 (27), 3252-3264, 2011
72011
datasetsICR: Datasets from the Book “An Introduction to Clustering with R”, R package version 1.0 (2020)
P Giordani, MB Ferraro, F Martella
7
Probabilistic disjoint principal component analysis
C Ferrara, F Martella, M Vichi
Multivariate Behavioral Research 54 (1), 47-61, 2019
62019
Partitioning predictors in multivariate regression models
F Martella, D Vicari, M Vichi
Statistics and Computing 25, 261-272, 2015
62015
Extending finite mixtures of latent trait analyzers for bipartite networks
F Dalila, MF Marino, F Martella
Book of short Papers 2022, 540-550, 2022
42022
A finite mixture approach to joint clustering of individuals and multivariate discrete outcomes
F Martella, M Alfò
Journal of Statistical Computation and Simulation 87 (11), 2186-2206, 2017
42017
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Articles 1–20