Carlos M. Carvalho, Ph.D.

Affiliations: 
2006 Duke University, Durham, NC 
Area:
Bioinformatics, Statistics
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"Carlos Carvalho"

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Mike West grad student 2006 Duke
 (Structure and sparsity in high-dimensional multivariate analysis.)
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Publications

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Hahn PR, Carvalho CM. (2015) Decoupling shrinkage and selection in bayesian linear models: A posterior summary perspective Journal of the American Statistical Association. 110: 435-448
Windle J, Carvalho CM. (2014) Rejoinder Bayesian Analysis. 9: 819-822
Windle J, Carvalho CM. (2014) A tractable state-space model for symmetric positive-defnite matrices Bayesian Analysis. 9: 759-792
Park Y, Carvalho CM, Ghosh J. (2014) LAMORE: A stable, scalable approach to latent vector autoregressive modeling of categorical time series Journal of Machine Learning Research. 33: 733-742
Richard Hahn P, Carvalho CM, Mukherjee S. (2013) Partial factor modeling: Predictor-dependent shrinkage for linear regression Journal of the American Statistical Association. 108: 999-1008
Ho JC, Park Y, Carvalho CM, et al. (2013) DYNACARE: Dynamic cardiac arrest risk estimation Journal of Machine Learning Research. 31: 333-341
Lopes HF, Polson NG, Carvalho CM. (2012) Bayesian statistics with a smile: A resampling-sampling perspective Brazilian Journal of Probability and Statistics. 26: 358-371
Richard Hahn P, Carvalho CM, Scott JG. (2012) A sparse factor analytic probit model for congressional voting patterns Journal of the Royal Statistical Society. Series C: Applied Statistics. 61: 619-635
Lopes HF, Johannes MS, Carvalho CM, et al. (2012) Particle Learning for Sequential Bayesian Computation Bayesian Statistics 9
Carvalho CM, Lopes HF, Aguilar O, et al. (2012) Dynamic Stock Selection Strategies: A Structured Factor Model Framework Bayesian Statistics 9
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