Genomic data analysis using a two stage expectation propagation algorithm for analysis of sparse Bayesian high-dimensional instrumental variables regression

Author:

Amini Morteza1

Affiliation:

1. Department of Statistics, School of Mathematics, Statistics and Computer Science, College of Science, University of Tehran, Tehran, Iran

Funder

Iran National Science Foundation

Publisher

Informa UK Limited

Subject

Modeling and Simulation,Statistics and Probability

Reference35 articles.

1. Gene selection for microarray gene expression classification using Bayesian Lasso quantile regression

2. Bayesian bridge quantile regression

3. The Bayesian adaptive lasso regression

4. Origins of the limited information maximum likelihood and two-stage least squares estimators

5. Attias, H. 1999. Inferring parameters and structure of latent variable models by variational Bayes. Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, 21–30. Morgan Kaufmann Publishers Inc.

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