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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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Carvalho CM, Fisher J, Pettenuzzo D. (2020) Optimal Asset Allocation with Multivariate Bayesian Dynamic Linear Models The Annals of Applied Statistics. 14: 299-338
Hahn PR, Murray JS, Carvalho CM. (2020) Bayesian Regression Tree Models for Causal Inference: Regularization, Confounding, and Heterogeneous Effects Bayesian Analysis
Woody S, Carvalho CM, Murray JS. (2020) Model interpretation through lower-dimensional posterior summarization Journal of Computational and Graphical Statistics. 1-9
Hahn PR, Carvalho CM, He J, et al. (2018) Regularization and Confounding in Linear Regression for Treatment Effect Estimation Bayesian Analysis. 13: 163-182
Puelz D, Hahn PR, Carvalho CM. (2017) Variable Selection in Seemingly Unrelated Regressions with Random Predictors Bayesian Analysis. 12: 969-989
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) A tractable state-space model for symmetric positive-defnite matrices Bayesian Analysis. 9: 759-792
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
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
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