Carlos M. Carvalho

A national experiment reveals where a growth mindset improves achievement

David S. Yeager, Paul Hanselman, Gregory M. Walton et al. · Nature · 2019 · 1.4K citations · Full text

High-Dimensional Sparse Factor Modeling: Applications in Gene Expression Genomics

Carlos M. Carvalho, Jeffrey T. Chang, Joseph E. Lucas et al. · Journal of the American Statistical Association · 2008 · 477 citations · Full text

Engineering, Gene Expression Profiling, Molecular Profiling +18

Bayesian Regression Tree Models for Causal Inference: Regularization, Confounding, and Heterogeneous Effects (with Discussion)

P. Richard Hahn, Jared S. Murray, Carlos M. Carvalho · Bayesian Analysis · 2020 · 293 citations · Full text

Experiments in Stochastic Computation for High-Dimensional Graphical Models

Beatrix Jones, Carlos M. Carvalho, Adrian Dobra et al. · Statistical Science · 2005 · 251 citations · Full text

Bayesian Decision Theory, Engineering, Traditional Mcmc Methods +22

Decoupling Shrinkage and Selection in Bayesian Linear Models: A Posterior Summary Perspective

P. Richard Hahn, Carlos M. Carvalho · Journal of the American Statistical Association · 2015 · 153 citations

Bayesian Statistic, Engineering, Feature Selection +16