Pages that link to "Item:Q2633901"

The following pages link to Scalable variational inference for Bayesian variable selection in regression, and its accuracy in genetic association studies (Q2633901):

Displaying 42 items.

• Bayesian Bootstrap Spike-and-Slab LASSO (Q127195) (← links)
• A spatiotemporal nonparametric Bayesian model of multi-subject fMRI data (Q312903) (← links)
• Mean field variational Bayes for continuous sparse signal shrinkage: pitfalls and remedies (Q405332) (← links)
• The variational Garrote (Q479478) (← links)
• Expectation propagation in linear regression models with spike-and-slab priors (Q493741) (← links)
• Accelerating a Gibbs sampler for variable selection on genomics data with summarization and variable pre-selection combining an array DBMS and R (Q506436) (← links)
• Sparse probit linear mixed model (Q1698863) (← links)
• A novel variational Bayesian method for variable selection in logistic regression models (Q1727887) (← links)
• Fast model-fitting of Bayesian variable selection regression using the iterative complex factorization algorithm (Q1738154) (← links)
• Consistency of variational Bayes inference for estimation and model selection in mixtures (Q1786584) (← links)
• Theory of optimal Bayesian feature filtering (Q2057352) (← links)
• Variational Bayesian inference for network autoregression models (Q2076106) (← links)
• Sparse linear mixed model selection via streamlined variational Bayes (Q2084474) (← links)
• Hierarchical inference for genome-wide association studies: a view on methodology with software (Q2184390) (← links)
• A global-local approach for detecting hotspots in multiple-response regression (Q2194477) (← links)
• \(\alpha\)-variational inference with statistical guarantees (Q2196198) (← links)
• Convergence rates of variational posterior distributions (Q2215731) (← links)
• A novel Bayesian approach for variable selection in linear regression models (Q2291315) (← links)
• Conditionally conjugate mean-field variational Bayes for logistic models (Q2292397) (← links)
• Variable prioritization in nonlinear black box methods: a genetic association case study (Q2318669) (← links)
• Variational Inference of Linear Regression with Nonzero Prior Means (Q2820992) (← links)
• BIVAS: A Scalable Bayesian Method for Bi-Level Variable Selection With Applications (Q3391445) (← links)
• Learning from a lot: Empirical Bayes for high‐dimensional model‐based prediction (Q4629271) (← links)
• (Q4637069) (← links)
• Latent Network Estimation and Variable Selection for Compositional Data Via Variational EM (Q5083364) (← links)
• Bayesian Approaches to Shrinkage and Sparse Estimation (Q5100721) (← links)
• Estimating the Effects of Fine Particulate Matter on 432 Cardiovascular Diseases Using Multi-Outcome Regression With Tree-Structured Shrinkage (Q5146019) (← links)
• Skinny Gibbs: A Consistent and Scalable Gibbs Sampler for Model Selection (Q5242469) (← links)
• Variable selection in Bayesian generalized linear‐mixed models: An illustration using candidate gene case‐control association studies (Q5247907) (← links)
• Variational Bayes for High-Dimensional Linear Regression With Sparse Priors (Q5881133) (← links)
• Bayesian Regression Using a Prior on the Model Fit: The R2-D2 Shrinkage Prior (Q5885111) (← links)
• Integrating sample similarities into latent class analysis: a tree‐structured shrinkage approach (Q6056158) (← links)
• Statistical foundation of variational Bayes neural networks (Q6078700) (← links)
• Methods and Tools for Bayesian Variable Selection and Model Averaging in Normal Linear Regression (Q6086561) (← links)
• Variable Selection Via Thompson Sampling (Q6107208) (← links)
• Local convexity of the TAP free energy and AMP convergence for \(\mathbb{Z}_2\)-synchronization (Q6172186) (← links)
• Bayesian Multi-Task Variable Selection with an Application to Differential DAG Analysis (Q6552523) (← links)
• Spike and slab Bayesian sparse principal component analysis (Q6570347) (← links)
• Algorithm 1045: a covariate-dependent approach to Gaussian graphical modeling in R (Q6604172) (← links)
• A Bayesian Partially Observable Online Change Detection Approach with Thompson Sampling (Q6631124) (← links)
• Potential application of elastic nets for shared polygenicity detection with adapted threshold selection (Q6636243) (← links)
• The spike-and-slab quantile Lasso for robust variable selection in cancer genomics studies (Q6663858) (← links)