Leonardo Bottolo

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 5

Top Topics

Regression Methods

Linear Regression

Top Venues

Int. J. Approx. Reason.

J. Stat. Softw.

J. Comput. Graph. Stat.

Publications

Zhi Zhao, Marco Banterle, Leonardo Bottolo, Sylvia Richardson, Alex Lewin, Manuela Zucknick
BayesSUR: An R Package for High-Dimensional Multivariate Bayesian Variable and Covariance Selection in Linear Regression. J. Stat. Softw. 100 (11) (2021)
Angelos Alexopoulos, Leonardo Bottolo
Bayesian Variable Selection for Gaussian Copula Regression Models. J. Comput. Graph. Stat. 30 (3) (2021)
Grigorios Mingas, Leonardo Bottolo, Christos-Savvas Bouganis
Particle MCMC algorithms and architectures for accelerating inference in state-space models. Int. J. Approx. Reason. 83 (2017)
Alex Lewin, Habib Saadi, James E. Peters, Aida Moreno-Moral, James C. Lee, Kenneth G. C. Smith, Enrico Petretto, Leonardo Bottolo, Sylvia Richardson
MT-HESS: an efficient Bayesian approach for simultaneous association detection in OMICS datasets, with application to eQTL mapping in multiple tissues. Bioinform. 32 (4) (2016)
Owen J. L. Rackham, Petros Dellaportas, Enrico Petretto, Leonardo Bottolo
WGBSSuite: simulating whole-genome bisulphite sequencing data and benchmarking differential DNA methylation analysis tools. Bioinform. 31 (14) (2015)
Leonardo Bottolo, Marc Chadeau-Hyam, David I. Hastie, Sarah R. Langley, Enrico Petretto, Laurence Tiret, David Tregouet, Sylvia Richardson
++: a C++ objected-oriented algorithm for Bayesian stochastic search model exploration. Bioinform. 27 (4) (2011)
Enrico Petretto, Leonardo Bottolo, Sarah R. Langley, Matthias Heinig, Chris McDermott-Roe, Rizwan Sarwar, Michal Pravenec, Norbert Hübner, Timothy J. Aitman, Stuart A. Cook, Sylvia Richardson
New Insights into the Genetic Control of Gene Expression using a Bayesian Multi-tissue Approach. PLoS Comput. Biol. 6 (4) (2010)
Fabio Bellini, Leonardo Bottolo
Misspecification and Domain Issues in Fitting Garch(1, 1) Models: A Monte Carlo Investigation. Commun. Stat. Simul. Comput. 38 (1) (2009)