|
|
|
|
|
Published work |
|
|
|
|
|
|
|
|
|
|
Carvalho, Carlos M., Chang, J., Lucas, J., Wang, Q., Nevins, J. and
West, M. (2008)
High-dimensional Sparse Factor Modelling: Applications in Gene
Expression Genomics. Journal of the American Statistical Association, (to appear).
Rajaratnam, B., Massam, H. and Carvalho, Carlos M., (2008) Flexible Covariance Estimation in Graphical Gaussian Models. Annals of Statistics, (to appear).
Scott, J.G. and Carvalho, Carlos M. (2008)
Feature-Inclusion Stochastic Search for Gaussian Graphical Models. Journal of Computational and Graphical Statistics, (to appear)
Lucas, J., Carvalho, Carlos M., Merl, D. and West, M.(2008)
In-Vitro to In-Vivo Factor Profiling in Expression Genomics.
Bayesian Modeling in Bioinformatics, (to appear).
Carvalho, Carlos M. and Rickershauser, J.(2008) Volatility in Prediction Markets: A Measure of Information Flow in Political Campaigns. Handbook of Applied Bayesian Analysis, (to appear).
Carvalho, Carlos M., Massam, H. and West, M. (2007)Simulation of
Hyper Inverse-Wishart Distributions in Graphical Models.
Biometrika 94, 647-659.
Carvalho, Carlos M. and West, M. (2007)Dynamic
Matrix-Variate Graphical Models. Bayesian Analysis 2, 69-98
Carvalho, Carlos M. and West, M. (2007)Dynamic
Matrix-Variate Graphical Models - A synopsis. Bayesian
Statistics 8, 585-590
Carvalho, Carlos M. and Lopes, H.F. (2007) Simulation-based Sequential
Analysis of Markov Switching Stochastic Volatility Models.
Computational Statistics and Data Analysis 51, 4526-4542.
Lopes, H.F. and Carvalho, Carlos M. (2007)Factor
Stochastic Volatility with Time-varying Loadings and Markov Switching
Regimes. Journal of Statistical Planning and Inference 137, 3082-3091.
Lucas,J.,Carvalho, C.M., Wang, Q., Bild, A., Nevins, J.R. and
West, M. (2006)Sparse Statistical Modelling in Gene
Expression Genomics. In Bayesian Inference for Gene Expression and Proteomics.
Jones,B., Carvalho,C.M., Dobra,A., Hans,C., Carter,C. and
West,M. (2005)Experiments
in Stochastic Computation for High-dimensional Graphical Models.
Statistical Science, 20, 388-400
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Working papers and others |
|
|
|
|
|
|
|
|
|
|
Carvalho, Carlos M., Johannes, M., Lopes, H.F. and Polson, N.G. (2008)
Particle Learning and Smoothing. (Submitted for publication)
Carvalho, Carlos M., Lopes, H.F. and Polson, N.G. (2008)
Particle Methods for General Mixtures. (Submitted for publication)
Carvalho, Carlos M. and
Scott, J.G. (2007)
Objective Bayesian Model Selection in Gaussian Graphical Models. (ISDS Discussion Paper -- Submitted for publication)
Lucas, J.,Carvalho, Carlos M., Ashley-Chi, J., West, M.(2007)
Bench-to-bedside and cross-study projections of genomic biomarkers: An evaluation in breast cancer genomics
(ISDS Discussion Paper -- Submitted for publication)
Chang, J., Carvalho, Carlos M., Mori, S., Bild, A., Wang,
Q., West, M. and Nevins, J. (2007)
Decompositing Cellular Signalling Pathways into Functional Units: A
Genomic Strategy. (ISDS Discussion Paper -- Submitted for publication)
Carvalho, Carlos M. (2007)
Smoothing the Transition. Bulletin of the
International Society for Bayesian Analysis 14 (4).
Wang, Q., Carvalho, Carlos M., Lucas, J. and West, M. (2007)
BFRM: Bayesian Factor Regression Modelling. Bulletin of the
International Society for Bayesian Analysis 14 (2).
|
|
|
|
|
|
|
|
|
|
|
|
|
|
