Leonardo Bottolo

发表

MT-HESS: an efficient Bayesian approach for simultaneous association detection in OMICS datasets, with application to eQTL mapping in multiple tissues

Aida Moreno-Moral, Enrico Petretto, Alex Lewin, 2015, Bioinform..

A Global-Local Approach for Detecting Hotspots in Multiple-Response Regression.

Anthony C. Davison, Sylvia Richardson, Leonardo Bottolo, 2018, The annals of applied statistics.

GUESS: GPU-based C++ software for Bayesian variable selection regression of multiple responses

Marc Chadeau-Hyam, Benoit Liquet, Leonardo Bottolo, 2012 .

EPISPOT: An epigenome-driven approach for detecting and interpreting hotspots in molecular QTL studies

Sylvia Richardson, Chris Wallace, Leonardo Bottolo, 2020, bioRxiv.

Expression QTLs Mapping and Analysis: A Bayesian Perspective.

Enrico Petretto, Leonardo Bottolo, Martha Imprialou, 2017, Methods in molecular biology.

Misspecification and Domain Issues in Fitting Garch(1, 1) Models: A Monte Carlo Investigation

Fabio Bellini, Leonardo Bottolo, L. Bottolo, 2008, Commun. Stat. Simul. Comput..

Evolutionary Stochastic Search for Bayesian model exploration

Sylvia Richardson, Leonardo Bottolo, S. Richardson, 2010, 1002.2706.

Particle MCMC algorithms and architectures for accelerating inference in state-space models☆

Christos-Savvas Bouganis, Grigorios Mingas, Leonardo Bottolo, 2017, Int. J. Approx. Reason..

New Insights into the Genetic Control of Gene Expression using a Bayesian Multi-tissue Approach

Matthias Heinig, Sylvia Richardson, Enrico Petretto, 2010, PLoS Comput. Biol..

ESS++: a C++ objected-oriented algorithm for Bayesian stochastic search model exploration

Marc Chadeau-Hyam, Enrico Petretto, Leonardo Bottolo, 2011, Bioinform..

R2GUESS: A Graphics Processing Unit-Based R Package for Bayesian Variable Selection Regression of Multivariate Responses.

Marc Chadeau-Hyam, Gianluca Campanella, Leonardo Bottolo, 2016, Journal of statistical software.

WGBSSuite: simulating whole-genome bisulphite sequencing data and benchmarking differential DNA methylation analysis tools

Petros Dellaportas, Owen J. L. Rackham, Enrico Petretto, 2015, Bioinform..

BayesSUR: An R package package for high-dimensional multivariate Bayesian variable and covariance selection in linear regression

Leonardo Bottolo, 2021 .

BayesSUR: An R Package for High-Dimensional Multivariate Bayesian Variable and Covariance Selection in Linear Regression

Alex Lewin, Sylvia Richardson, Manuela Zucknick, 2021, J. Stat. Softw..

Bayesian Detection of Expression Quantitative Trait Loci Hot Spots

Sylvia Richardson, Enrico Petretto, Leonardo Bottolo, 2011, Genetics.

Systems genetics identifies Sestrin 3 as a regulator of a proconvulsant gene network in human epileptic hippocampus

Slave Petrovski, Doug Speed, Terence J O'Brien, 2015, Nature Communications.

Multi-tissue Analysis of Co-expression Networks by Higher-Order Generalized Singular Value Decomposition Identifies Functionally Coherent Transcriptional Modules

Enrico Petretto, Aida Moreno-Moral, Leonardo Bottolo, 2014, PLoS genetics.

Low copy number of the salivary amylase gene predisposes to obesity

Johanna C Andersson-Assarsson, Pak Chung Sham, Beverley Balkau, 2014, Nature Genetics.

Stationarity domains for δ-power Garch process with heavy tails

Fabio Bellini, Leonardo Bottolo, 2007 .

A trans-acting locus regulates an anti-viral expression network and type 1 diabetes risk

Martin Vingron, Matthias Heinig, Helge G. Roider, 2010, Nature.

Systems genetics identifies a convergent gene network for cognition and neurodevelopmental disease

Doug Speed, Mario Falchi, Enrico Petretto, 2015, Nature Neuroscience.

Novel association approach for variable number tandem repeats (VNTRs) identifies DOCK5 as a susceptibility gene for severe obesity.

Johanna C Andersson-Assarsson, Hariklia Eleftherohorinou, Philippe Froguel, 2012, Human molecular genetics.

Bayesian Analysis of Extreme Values by Mixture Modeling

Petros Dellaportas, Guido Consonni, Antonio Lijoi, 2003 .

Bayesian Hierarchical Mixture Models

Petros Dellaportas, Leonardo Bottolo, P. Dellaportas, 2016 .

A Bayesian Approach for Analysis of Whole-Genome Bisulfite Sequencing Data Identifies Disease-Associated Changes in DNA Methylation

Petros Dellaportas, Owen J. L. Rackham, Enrico Petretto, 2017, Genetics.

Deciphering the complex: Methodological overview of statistical models to derive OMICS‐based biomarkers

Paolo Vineis, Benoit Liquet, Thibaut Jombart, 2013, Environmental and molecular mutagenesis.

Endonuclease G is a novel determinant of cardiac hypertrophy and mitochondrial function

David García-Dorado, Enrico Petretto, Stuart A. Cook, 2011, Nature.