Pages that link to "Item:Q2846452"
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The following pages link to Joint high-dimensional Bayesian variable and covariance selection with an application to eQTL analysis (Q2846452):
Displaying 36 items.
- Bayesian structure learning in sparse Gaussian graphical models (Q273578) (← links)
- Loop-based conic multivariate adaptive regression splines is a novel method for advanced construction of complex biological networks (Q723983) (← links)
- Bayesian hypothesis testing for Gaussian graphical models: conditional independence and order constraints (Q826923) (← links)
- Reciprocal graphical models for integrative gene regulatory network analysis (Q1631597) (← links)
- Learning Markov equivalence classes of directed acyclic graphs: an objective Bayes approach (Q1631609) (← links)
- High-dimensional multivariate posterior consistency under global-local shrinkage priors (Q1661340) (← links)
- Variable selection and joint estimation of mean and covariance models with an application to eQTL data (Q1734403) (← links)
- Joint mean-covariance estimation via the horseshoe (Q2022549) (← links)
- Bayesian graphical models for modern biological applications (Q2152185) (← links)
- A generalized likelihood-based Bayesian approach for scalable joint regression and covariance selection in high dimensions (Q2152553) (← links)
- Contraction of a quasi-Bayesian model with shrinkage priors in precision matrix estimation (Q2156815) (← links)
- Gaussian graphical modeling for spectrometric data analysis (Q2157502) (← links)
- A global-local approach for detecting hotspots in multiple-response regression (Q2194477) (← links)
- Joint variable selection and network modeling for detecting eQTLs (Q2195290) (← links)
- Structural learning of contemporaneous dependencies in graphical VAR models (Q2291312) (← links)
- A penalized regression model for the joint estimation of eQTL associations and gene network structure (Q2415458) (← links)
- Bayesian analysis of nonparanormal graphical models using rank-likelihood (Q2676906) (← links)
- An integrated precision matrix estimation for multivariate regression problems (Q2676914) (← links)
- Inferring network structure in non-normal and mixed discrete-continuous genomic data (Q3119823) (← links)
- Simultaneous Variable and Covariance Selection With the Multivariate Spike-and-Slab LASSO (Q3391213) (← links)
- Bayesian Structure Learning in Multilayered Genomic Networks (Q4999136) (← links)
- The <i>G</i>-Wishart Weighted Proposal Algorithm: Efficient Posterior Computation for Gaussian Graphical Models (Q5057256) (← links)
- An improved modified cholesky decomposition approach for precision matrix estimation (Q5107717) (← links)
- On the non-local priors for sparsity selection in high-dimensional Gaussian DAG models (Q5880097) (← links)
- Discussion to: Bayesian graphical models for modern biological applications by Y. Ni, V. Baladandayuthapani, M. Vannucci and F.C. Stingo (Q5970825) (← links)
- Horseshoe Regularisation for Machine Learning in Complex and Deep Models<sup>1</sup> (Q6064351) (← links)
- Objective methods for graphical structural learning (Q6067698) (← links)
- Bayesian sparse seemingly unrelated regressions model with variable selection and covariance estimation via the horseshoe+ (Q6080791) (← links)
- Bayesian Model Selection of Gaussian Directed Acyclic Graph Structures (Q6085865) (← links)
- Bayesian feature selection in high-dimensional regression in presence of correlated noise (Q6537799) (← links)
- Semiparametric Bayes conditional graphical models for imaging genetics applications (Q6539192) (← links)
- Bayesian inference of graph-based dependencies from mixed-type data (Q6596172) (← links)
- Estimation of covariance and precision matrix, network structure, and a view toward systems biology (Q6607066) (← links)
- Covariate-Assisted Bayesian Graph Learning for Heterogeneous Data (Q6631698) (← links)
- Bayesian Structure Learning in Undirected Gaussian Graphical Models: Literature Review with Empirical Comparison (Q6651425) (← links)
- Bayesian robust learning in chain graph models for integrative pharmacogenomics (Q6665510) (← links)
