Marco A. R. Ferreira

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 5

Top Topics

Hierarchical Models

Generalized Linear

Variable Selection

Top Venues

Comput. Stat. Data Anal.

Publications

Jacob Williams, Shuangshuang Xu, Marco A. R. Ferreira
BGWAS: Bayesian variable selection in linear mixed models with nonlocal priors for genome-wide association studies. BMC Bioinform. 24 (1) (2023)
Shuangshuang Xu, Jacob Williams, Marco A. R. Ferreira
BG2: Bayesian variable selection in generalized linear mixed models with nonlocal priors for non-Gaussian GWAS data. BMC Bioinform. 24 (1) (2023)
Jacob Williams, Marco A. R. Ferreira, Tieming Ji
BICOSS: Bayesian iterative conditional stochastic search for GWAS. BMC Bioinform. 23 (1) (2022)
Marco A. R. Ferreira, Erica M. Porter, Christopher T. Franck
Fast and scalable computations for Gaussian hierarchical models with intrinsic conditional autoregressive spatial random effects. Comput. Stat. Data Anal. 162 (2021)
Jing Xie, Tieming Ji, Marco A. R. Ferreira, Yahan Li, Bhaumik N. Patel, Rocio M. Rivera
Modeling allele-specific expression at the gene and SNP levels simultaneously by a Bayesian logistic mixed regression model. BMC Bioinform. 20 (1) (2019)
Nilotpal Sanyal, Marco A. R. Ferreira
Bayesian hierarchical multi-subject multiscale analysis of functional MRI data. NeuroImage 63 (3) (2012)
Juan C. Vivar, Marco A. R. Ferreira
Model Selection for a Class of Spatio-temporal Models for Areal Data. GeoInfo (2007)
Herbert K. H. Lee, David M. Higdon, Zhuoxin Bi, Marco A. R. Ferreira, Mike West
Markov Random Field Models for High-Dimensional Parameters in Simulations of Fluid Flow in Porous Media. Technometrics 44 (3) (2002)