| 2024 |
Single-cell Sequencing Data: Critical Analysis and Definition of Statistical Models |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2023 |
Conditional Gaussian Graphical Models for Functional Variables whit Partial Separable Operators |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2023 |
A New Penalized Estimator for Sparse Inference in Gaussian Graphical Models: An Adaptive Non-Convex Approach |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2023 |
On the Optimal Non-Convexity of Penalty in Sparse Regression Models |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2023 |
Sparse Inference in functional conditional Gaussian Graphical Models under Partial Separability |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2023 |
Networks and society |
Articolo in rivista |
Vai |
| 2023 |
Conditional Gaussian Graphical Models for Functional Variables with Partially Separable Operators |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2023 |
SUPERVISED CLASSIFICATION OF CURVES BY FUNCTIONAL DATA ANALYSIS: AN APPLICATION TO NEUROMARKETING DATA |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2023 |
Using Differential Geometry for Sparse High-Dimensional Risk Regression Models |
Capitolo o Saggio |
Vai |
| 2023 |
cglasso: An R Package for Conditional Graphical Lasso Inference with Censored and Missing Values |
Articolo in rivista |
Vai |
| 2022 |
Investigating the Heartbeat-evoked cortical responses through parametric Time-Varying Information Measures |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2022 |
The Joint Censored Gaussian Graphical Lasso Model |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2022 |
Variable Selection with Quasi-Unbiased Estimation: the CDF Penalty |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2022 |
Hierarchical Bayesian models for analysing fish biomass data. An application to Parapenaeus longirostris biomass data |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2022 |
Variable selection with unbiased estimation: the CDF penalty |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2022 |
A Software Tool For Sparse Estimation Of A General Class Of High-dimensional GLMs |
Articolo in rivista |
Vai |
| 2021 |
Extending graphical models for applications: on covariates, missingness and normality |
Articolo in rivista |
Vai |
| 2021 |
Covariate adjusted censored gaussian lasso estimator |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2021 |
SPARSE INFERENCE IN COVARIATE ADJUSTED CENSORED GAUSSIAN GRAPHICAL MODELS |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2020 |
Sparse relative risk regression models |
Articolo in rivista |
Vai |
| 2020 |
The conditional censored graphical lasso estimator |
Articolo in rivista |
Vai |
| 2020 |
An Extension of the DgLARS Method to High-Dimensional Relative Risk Regression Models |
Capitolo o Saggio |
Vai |
| 2020 |
l1-Penalized censored Gaussian graphical model |
Articolo in rivista |
Vai |
| 2019 |
An extension of the censored gaussian lasso estimator |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2018 |
Extended differential geometric LARS for high-dimensional GLMs with general dispersion parameter |
Articolo in rivista |
Vai |
| 2016 |
Model selection for factorial Gaussian graphical models with an application to dynamic regulatory networks |
Articolo in rivista |
Vai |
| 2016 |
Sparse relative risk survival modelling |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2016 |
ℓ1-Penalized Methods in High-Dimensional Gaussian Markov Random Fields |
Capitolo o Saggio |
Vai |
| 2016 |
A differential-geometric approach to generalized linear models with grouped predictors |
Articolo in rivista |
Vai |
| 2015 |
Using the dglars Package to Estimate a Sparse Generalized Linear Model |
Capitolo o Saggio |
Vai |
| 2015 |
miR-155 regulative network in FLT3 mutated acute myeloid leukemia |
Articolo in rivista |
Vai |
| 2014 |
Cyclic coordinate for penalized Gaussian graphical models with symmetry restriction |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2014 |
Robustness of dynamic gene regulatory networks in Neisseria |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2014 |
DgCox: a differential geometric approach for high-dimensional Cox proportional hazard models |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2014 |
dglars: An R Package to Estimate Sparse Generalized Linear Models |
Articolo in rivista |
Vai |
| 2014 |
An efficient algorithm to estimate the sparse group structure of an high-dimensional generalized linear model |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2013 |
Estimation of sparse generalized linear models: the dglars package |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2013 |
Differential geometric least angle regression: a differential geometric approach to sparse generalized linear models |
Articolo in rivista |
Vai |
| 2012 |
A computational method to estimate sparse multiple Gaussian graphical models |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2012 |
Quantile regression via iterative least squares computations |
Articolo in rivista |
Vai |
| 2012 |
Differential geometric LARS via cyclic coordinate descent method |
Contributo in atti di convegno pubblicato in volume |
Vai |
| 2011 |
Using differential geometric LARS algorithm to study the expression profile of a sample of patients with latex-fruit syndrome |
Articolo in rivista |
Vai |
| 2011 |
Plaid model for microarray data: an enhancement of the pruning step |
Capitolo o Saggio |
Vai |
| 2010 |
Differential expression of specific microRNA and their targets in acute myeloid leukemia |
Articolo in rivista |
Vai |
| 2010 |
Using differential LARS algorithm to study the expression profile of a sample of patients with latex-fruit syndrome |
eedings |
Vai |
| 2010 |
A statistical calibration model for Affymetrix probe level data |
Capitolo o Saggio |
Vai |
| 2009 |
Applying differential geometric LARS algorithm to ultra-high dimensional feature space |
eedings |
Vai |
| 2009 |
Generalizing LARS algorithm using differential geometry |
eedings |
Vai |
| 2009 |
Identifying modularity structure of a genetic network in gene expression profile data |
Articolo in rivista |
Vai |
| 2009 |
Mixing modelling ideas for microarray data |
eedings |
Vai |
| 2009 |
Genetic Network construction in CML gene expression profile data analysis |
eedings |
Vai |
| 2008 |
Random effects elliptically distributed in unbalanced linear models |
eedings |
Vai |
| 2008 |
An enhancement of the plaid model algorithm |
eedings |
Vai |
| 2007 |
Gene Expression Profile of Chronic Myeloid Leukemia Innately Resistant to Imatinib |
Articolo in rivista |
Vai |
| 2007 |
Statistical Analysis of the Gene Expression Profile in Patients with Chronic Myeloid Leukemia and Innately Resistant to Imatinib |
eedings |
Vai |
| 2007 |
A Statistical Calibration Method based on Non-Linear Mixed Model for Affymetrix Probe Level Data |
eedings |
Vai |
| 2007 |
Prediction of the gene expression measure by means of a GLMM |
eedings |
Vai |
| 2006 |
Modelling the background correction in microarray data analysis |
eedings |
Vai |
| 2006 |
A new proposal for microarray background correction by means of a GLMM |
eedings |
Vai |
