• 153 Citazioni
  • 5 Indice H
20062018
In caso di modifiche a Pure, queste saranno visibili qui a breve.

Risultato della ricerca 2006 2018

  • 153 Citazioni
  • 5 Indice H
  • 20 Other
  • 13 Article
  • 4 Chapter
2018

Extended differential geometric LARS for high-dimensional GLMs with general dispersion parameter

Augugliaro, L., Pazira, H. & Wit, E., 2018, In : Statistics and Computing. 28, pag. 753-774 22 pag.

Risultato della ricerca: Article

Dispersion Parameter
Generalized Linear Model
High-dimensional
Link Function
Arbitrary

l1-Penalized censored Gaussian graphical model

Abbruzzo, A., Augugliaro, L. & Vinciotti, V., 2018, In : Biostatistics. kxy043, 16 pag.

Risultato della ricerca: Article

Gaussian Model
Graphical Models
Genetic Network
Polymerase Chain Reaction
Censored Data

Sparse relative risk regression models

Augugliaro, L., 2018, In : Biostatistics. 17 pag.

Risultato della ricerca: Article

Relative Risk
Genomics
Regression Model
Covariates
Signature
2016
2 Citazioni (Scopus)

A differential-geometric approach to generalized linear models with grouped predictors

Mineo, A., Augugliaro, L. & Wit, E. C., 2016, In : Biometrika. 103, pag. 563-577 15 pag.

Risultato della ricerca: Article

Geometric Approach
Generalized Linear Model
Predictors
Linear Models
linear models
5 Citazioni (Scopus)
Regulatory Networks
Dynamic Networks
Gaussian Model
Graphical Models
Factorial

Sparse relative risk survival modelling

Augugliaro, L., 2016. 6 pag.

Risultato della ricerca: Other

Survival
Constitution and Bylaws
Neoplasms
Therapeutics

ℓ1-Penalized Methods in High-Dimensional Gaussian Markov Random Fields

Augugliaro, L., Mineo, A. & Wit, E. C., 2016, Computational Network Analysis with R: Applications in Biology, Medicine, and Chemistry. pag. 201-265 65 pag.

Risultato della ricerca: Chapter

Sample Size
Software
Technology
Costs and Cost Analysis
Datasets
2015
15 Citazioni (Scopus)

miR-155 regulative network in FLT3 mutated acute myeloid leukemia

Salemi, D., Augugliaro, L., Corrado, C., Alessandro, R., Raimondo, S., Marfia, A., Corrado, C., Bica, M. G., Salemi, D., Randazzo, V., Dragotto, P., Raimondo, S., Santoro, A., Agueli, C., Fabbiano, F., Alessandro, R., Cammarata, G., Di Raimondo, F., Santoro, A. & Agueli, C., 2015, In : Leukemia Research. 39, pag. 883-896 14 pag.

Risultato della ricerca: Article

Acute Myeloid Leukemia
Mutation
Hematopoiesis
Karyotype
Precursor Cell Lymphoblastic Leukemia-Lymphoma

Using the dglars Package to Estimate a Sparse Generalized Linear Model

Augugliaro, L. & Mineo, A., 2015, Advances in Statistical Models for Data Analysis. pag. 1-8 8 pag. (STUDIES IN CLASSIFICATION, DATA ANALYSIS, AND KNOWLEDGE ORGANIZATION).

Risultato della ricerca: Chapter

Generalized Linear Model
Estimate
Regression
Angle
Curve
2014
Generalized Linear Model
High-dimensional
Efficient Algorithms
Regression
Computational Statistics
Oils and fats
Data structures
Hazards
Throughput
1 Citazione (Scopus)

dglars: An R Package to Estimate Sparse Generalized Linear Models

Augugliaro, L., Mineo, A. & Wit, E. C., 2014, In : Journal of Statistical Software. 59, pag. 1-40 40 pag.

Risultato della ricerca: Article

Generalized Linear Model
Predictor-corrector
Estimate
Coordinate Descent
Descent Algorithm
Maximum likelihood
Genes
Gene expression
Bacteria
Sampling
2013
13 Citazioni (Scopus)
Geometric Approach
Generalized Linear Model
Sparsity
Equiangular
Regression
2012
Computational methods
Random variables

Differential geometric LARS via cyclic coordinate descent method

Mineo, A. & Augugliaro, L., 2012, pag. 67-79. 13 pag.

Risultato della ricerca: Other

5 Citazioni (Scopus)
Quantile Regression
Least Squares
Early Stopping
Path-following Algorithm
L1-norm
2011

Plaid model for microarray data: an enhancement of the pruning step

Mineo, A. & Augugliaro, L., 2011, Classification and multivariate analysis for complex data structures. pag. 447-456 10 pag. (STUDIES IN CLASSIFICATION, DATA ANALYSIS, AND KNOWLEDGE ORGANIZATION).

Risultato della ricerca: Chapter

Microarrays
Microarray Data
Pruning
Microarray
Enhancement
2010

A statistical calibration model for Affymetrix probe level data

Augugliaro, L. & Mineo, A., 2010, Data analysis and classification: proceedings of the 6th Conference of the Classification and Data Analysis Group of the Società Italiana di Statistica. pag. 121-128 8 pag. (STUDIES IN CLASSIFICATION, DATA ANALYSIS, AND KNOWLEDGE ORGANIZATION).

Risultato della ricerca: Chapter

Model Calibration
Probe
Nonlinear Mixed Model
Gene
Microarray
112 Citazioni (Scopus)

Differential expression of specific microRNA and their targets in acute myeloid leukemia

Mineo, A., Salemi, D., Augugliaro, L., Messana, F., Marfia, A., Bica, M. G., Dagnino, L., Salemi, D., Civiletto, G., Cascio, L., Santoro, A., Russo, M., La Rosa, M., Floridia, P. M., Agueli, C., Fabbiano, F. & Cammarata, G., 2010, In : American Journal of Hematology. 85, pag. 331-339 9 pag.

Risultato della ricerca: Article

MicroRNAs
Acute Myeloid Leukemia
Core Binding Factors
Small Untranslated RNA
Inborn Genetic Diseases
Latex Hypersensitivity
Latex
Fruit
Hypersensitivity
Immediate Hypersensitivity
2009
Geometric Algorithms
Feature Space
Screening
High-dimensional
Penalized Likelihood

Generalizing LARS algorithm using differential geometry

Augugliaro, L., 2009, pag. 189-192. 4 pag.

Risultato della ricerca: Other

Geometry
Gene Expression
Genes
Imatinib Mesylate
Leukemia, Myeloid, Chronic Phase
Blast Crisis
Gene Regulatory Networks
Genetic Structures
Transcriptome

Mixing modelling ideas for microarray data

Augugliaro, L., 2009, pag. 193-196. 4 pag.

Risultato della ricerca: Other

Structural Modeling
Mixed Effects Model
Mixed Model
Microarray Data
Modeling
2008

An enhancement of the plaid model algorithm

Mineo, A. & Augugliaro, L., 2008, pag. 87-90. 4 pag.

Risultato della ricerca: Other

Microarrays
Genes
Experiments

Random effects elliptically distributed in unbalanced linear models

Augugliaro, L. & Romito, F., 2008, pag. 00-. 4 pag.

Risultato della ricerca: Other

Random Effects
Linear Model
Linear Mixed Effects Model
Balanced Design
Linear Mixed Model
2007
Nonlinear Dynamics
Calibration
Gene Expression
Biomedical Research
Linear Models
gene expression
prediction
oligonucleotides
genes
screening