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Scholarly Interest Report
         
Marina Vannucci
Professor
Noah Harding Professor of Statistics
 
e-mail:marina@rice.edu
 
  • B.S. Mathematics (1992) University of Florence, Italy
  • Ph.D. Statistics (1996) University of Florence, Italy
 
Primary Department
   Department of Statistics
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Department Affiliations
 
  • Institute of Biosciences and Bioengineering
  •  
    Other Affiliations
     
  • MD Anderson
  •  
    Social Interaction That Can Identify Mental Pathology
     

    Mentioned in an article on Social Interaction That Can Identify Mental Pathology.

     
    Websites
     Dr. Vannucci's Web Page
     Dr. Vannucci's Web Page
     Dr. Vannucci's Webpage
     
    Research Areas
     Theory and Methods: Bayesian modeling, Graphical Models, Nonparametric Bayes, Statistical computing, Variable Selection, Wavelets.
    Applications: Chemometrics, Engineering, Large-scale Genomic data, Neuroimaging, Structural Bioinformatics.
     
    Selected Publications
     Refereed articles
     

    Cassese, A., Guindani, M. and Vannucci, M. "iBATCGH: Integrative Bayesian Analysis of Transcriptomic and CGH data. In Statistical Analysis for High-Dimensional Data - The Abel Symposium 2014, Frigessi, A., Buhlmann, P., Glad, I., Langaas, M., Richardson, S. and Vannucci, M. (Eds). ." Springer Verlag: 105-123.

     
     

    Chapple, A.G., Vannucci, M., Thall, P. and Lin, S.H. "Bayesian Variable Selection for a Semi-Competing Risks Model with Three Hazard Functions." Computational Statistics and Data Analysis, revised, code availableIn Revision

     
     

    Chiang, S., Cassese, A., Guindani, M., Vannucci, M., Yeh, H.J., Haneef, Z. and Stern, J.M. "Time-dependence of Graph Theory Metrics in Functional Connectivity Analysis." NeuroImage, 125: 601-615.

     
     

    Li, Q., Dahl, D.B., Vannucci, M., Joo, H. and Tsai, J.W. "KScons: A Bayesian Approach for Protein Residue Contact Prediction using the Knob-Socket Model of Protein Tertiary Structure." Bioinformatics, code availableIn Press

     
     

    Peterson, C.B., Stingo, F., and Vannucci, M. "Joint Bayesian Variable and Graph Selection for Regression Models with Network-Structured Predictors." Statistics in Medicine, 35(7): 1017-1031, code available.

     
     

    Shaddox, E., Stingo, F., Peterson, C.B., Jacobson, S., Cruickshank-Quinn, C., Kechris, K., Bowler, R. and Vannucci, M. "A Bayesian Approach for Learning Gene Networks Underlying Disease Severity in COPD." Statistics in Biosciences, revisedIn Revision

     
     

    Teo, I., Fronczyk, K., Guindani, M., Vannucci, M., Ulfers, S., Hanasono, M. and Fingeret, M.C. "Salient Body Image and Psychosocial Concerns of Cancer Patients Undergoing Head and Neck Reconstruction." Head and Neck, 38(7): 1035-1042.

     
     

    Trevino, V., Cassese, A., Nagy, Z., Zhuang, X., Herbert, J., Antzack, P., Clarke, K., Davies, N., Rahman, A., Campbell, M., Guindani, M., Bicknell, R., Vannucci, M. and Falciani, F. "A Network Biology Approach Identi es Molecular Cross-talk between Normal Prostate Epithelial and Prostate Carcinoma Cells." PLoS Computational Biology, 12(4) (2016) : e1004884.

     
     

    Villagran, A., Huerta, G., Vannucci, M., Jackson, C.S. and Nosedal, A. "Non-Parametric Sampling Approximation via Voronoi Tessellations." Communications in Statistics - Simulation and Computation, 45: 1-20.

     
     

    Wadsworth, D., Argiento, R., Guindani, M., Galloway-Pena, J., Shelbourne, S.A. and Vannucci, M. "An Integrative Bayesian Dirichlet-Multinomial Regression Model for the Analysis of Taxonomic Abundances in Microbiome Data." BMC Bioinformatics, revised, code availableIn Revision

     
     

    Zhang, L., Guindani, M., Versace, F., Engelmann, J.M. and Vannucci, M. "A Spatio-Temporal Nonparametric Bayesian Model of Multi-Subject fMRI Data." Annals of Applied Statistics, 10(2): 638-666, code available.

     
     

    Cassese, A., Guindani, M., Antczak, P., Falciani, F. and Vannucci, M. "A Bayesian Model for the Identi cation of Di erentially Expressed Genes in Daphnia Magna Exposed to Munition Pollutants." Biometrics, 71 (2015) : 803-811.

     
     

    Peterson, C.B., Stingo, F.C. and Vannucci, M. "Bayesian Inference of Multiple Gaussian Graphical Models." Journal of the American Statistical Association, 110 (2015) : 159-174.

     
     

    Rembach, A., Stingo, F., Peterson, C., Vannucci, M., Do, K-A., Wilson, W.J., Macaulay, S.L., Ryan, T.M., Martins, R.N., Ames, D., Masters, C.L., Doecke, J.D. and the AIBL Research Group "Bayesian graphical network analyses reveal complex biological interactions specific to Alzheimer's Disease." Journal of Alzheimer's Disease, 44(3) (2015) : 917-925.

     
     

    Stingo, F.C., Swartz, M.D. and Vannucci, M. "A Bayesian Approach for the Identi cation of Genes and Gene-level SNP Aggregates in a Genetic Analysis of Cancer Data." Statistics and Its Interface,, 8(2) (2015) : 137-151.

     
     

    Waters, A.E., Fronczyk, K., Guindani, M., Baraniuk, R.G. and Vannucci, M. "A Bayesian Nonparametric Approach for the Analysis of Multiple Categorical Item Responses.." Journal of Statistical Planning and Inference , 166 (2015) : 52-66.

     
     

    Zhang, L., Guindani, M. and Vannucci, M. "Bayesian Models for fMRI Data Analysis (Invited contribution)." WIREs Computational Statistics, 7 (2015) : 21-41.

     
     Articles
     

    Cassese, A., Guindani, A. and Vannucci, M. "A Bayesian Integrative Model for Genetical Genomics with Spatially Informed Variable Selection." Cancer Informatics, 13 (S2): 29-37.

     
     

    Cassese, A., Guindani, M., Antczak, P., Falciani, F. and Vannucci, M. "A Bayesian Model for the Indentification of Differentially Expressed Genes in Daphnia Magna Exposed to Munition Pollutants." BiometricsIn Revision

     
     

    Cassese, A., Guindani, M., Tadesse, M., Falciani, F. and Vannucci, M. "A Hierarchical Bayesian Model for Inference on Copy Number Variants and their Association to Gene Expression." Annals of Applied Statistics, 8(1): 148-175.

     
     

    Cowley, A.W., Moreno, C.P., Jacob, H., Peterson, C.B., Stingo, F.C., Ahn, K.W., Liu, P., Van- nucci, M., Laud, P.W., Reddy, P., Lazar, J., Evans, L., Yang, C., Kurth, T. and Liang, M. "Characterization of Biological Pathways Mediating a 1.37mbp Genomic Region Protective of Hypertension in Dahl S. Rats." Physiological Genomics, 46 (2014) : 398-410.

     
     

    Fronczyk. K., Guindani, M., Vannucci, M., Palange, A. and Decuzzi, P. "A Bayesian hierarchical model for maximizing the vascular adhesion of nanoparticles." Computational Mechanics, 53(3) (2014) : 539-547.

     
     

    Li, Q., Dahl, D.B., Vannucci, M., Joo, H. and Tsai, J.W. "Bayesian Model of Protein Primary Sequence for Secondary Structure Prediction." PLoS ONE, 9 (10) (2014) : e109832.In Press

     
     

    Li, Q., Dahl, D.B., Vannucci, M., Joo, H. and Tsai, J.W. "Bayesian Model of Protein Primary Sequence for Secondary Structure Prediction." PLoS ONE, 9 (10) (2014) : e109832.

     
     

    Peterson, C.B., Stingo, F.C. and Vannucci, M. "Bayesian Inference of Multiple Gaussian Graphical Models." Journal of the American Statistical Association, accepted.In Press

     
     

    Rembach, A., Stingo, F., Peterson, C., Vannucci, M., Do, K-A., Wilson, W.J. Macaulay, S.L., Ryan, T.M., Martins, R.N., Ames, D., Masters, C.L., Doecke, J.D. and the AIBL Research Gropu "Bayesian graphical network analyses reveal complex biological interactions specific to Alzheimer's Disease." Journal of Alzheimer's DiseaseIn Press

     
     

    Shetty, A.N., Chiang, S., Maletic-Savatic, M., Kasprian, G., Vannucci, M. and Lee, W. "Spatial Mapping of Translational Diffusion Coecients Using Diffusion-Tensor Imaging: A Mathematical Description ." Concepts in Magnetic Resonance Part A (2013)

     
     

    Stingo, F.C., Swartz, M.D. and Vannucci, M. "A Bayesian Approach for the Identification of Genes and Gene-level SNP Aggregates in a Genetic Analysis of Cancer Data." Statistics and Its InterfaceIn Press

     
     

    Villagran, A., Huerta, G., Vannucci, M., Jackson, C.S. and Nosedal, A. "Non-Parametric Sampling Approximation via Voronoi Tessellations." Communications in Statistics - Simulation and ComputationIn Press

     
     

    Waters, A.E., Fronczyk, K., Guindani, M., Baraniuk, R.G., and Vannucci, M. "A Bayesian Nonparametric Approach for the Analysis of Multiple Categorical Item Responses." Journal of Statistical Planning and InferenceIn Press

     
     

    Zhang, L., Guindani, M. and Vannucci, M. "Bayesian Models for fMRI Data Analysis. ." WIREs Computational Statistics (invited contribution)In Press

     
     

    Zhang, L., Guindani, M., Versace, F. and Vannucci, M. "A Spatio-Temporal Nonparametric Bayesian Variable Selection Model of fMRI Data for Clustering Correlated Time Courses ." Neuroimage, 95 (2014) : 162-175.

     
     

    Zhang., L., and Guindani, M. and Vannucci, M. "Bayesian Models for fMRI Data Analysis." WIREs Computational StatisticsIn Press

     
     

    Allen, G.I., Peterson, C.B., Vannucci, M. and Maletic-Savatic, M. "Regularized Partial Least Squares with an Application to NMR Spectroscopy, Statistical Analysis and Data Mining." , 6(4) (2013) : 302-314.

     
     

    Brownlees, C. and Vannucci, M. "A Bayesian Approach for Capturing Daily Heterogeneity in Intra-Daily Durations Time Series.." , 17(1) (2013) : 21-46.

     
     

    Cassesse, A., Guidani, M., Tadesse, M., Falciani, F. and Vannucci, M. "A Hierarchial Bayesian Model for Inference on Copy Number Variants and their Association to Gene Expression." Annals of Applied Statistics, Accepted (2014) In Press

     
     

    Day, R., Joo, H., Chavan, A., Lennox, K.P., Chen, Y.A., Dahl, D.B., Vannucci, M. and Tsai, J.W. "Understanding the General Packing Rearrangements Required for Successful Template Based Modeling of Protein Structure from a CASP Experiment, Computational Biology and Chemistry." , 42 (2013) : 40-48.

     
     

    Jeong, J., Vannucci, M. and Ko, K. "A Wavelet-based Bayesian Approach to Regression Models with Long Memory Errors and its Application to fMRI Data, Biometrics." , 69(1) (2013) : 184-196.

     
     

    Peterson, C.B., Stingo, F.C. and Vannucci, M. "Bayesian Inference of Multiple Gaussian Graphical Models." Journal of the American Statistical Association (2014) In Revision

     
     

    Peterson, C.B., Vannucci, M., Karakas, C., Choi, W., Ma, L. and Maletic-Savatic, M. "Inferring Metabolic Networks Using the Bayesian Adaptive Graphical Lasso with Informative Priors." Statistics and Its Interface, 6 (2013) : 547-558.

     
     

    Stingo, F.C., Guindani, M., Vannucci, M. and Calhoun, V. "An Integrative Bayesian Modeling Approach to Imaging Genetics." Journal of the American Statistical Association, 108 (2013) : 876-891.

     
     

    Stingo, F.C., Swartz, M.D. and Vannucci, M. "A Bayesian Approach for the Identi cation of Genes and Gene-level SNP Aggregates in a Genetic Analysis of Cancer Data." Statistics and Its Interface (2014) In Revision

     
     

    Villagran, A., Huerta, G., Vannucci, M., Jackson, C.S. and Nosedal, A. "Non-Parametric Sampling Approximation via Voronoi Tessellations." Communications in Statistics - Simulation and Computation (2014) In Press

     
     

    Yang, C., Stingo, F.C., Ahn, K.W., Liu, P., Vannucci, M., Laud, P.W., Skelton, M., O'Connor, P., Kurth, T., Ryan, R.P., Moreno, C., Tsaih, S.W., Patone, G., Humme, O., Jacob, H.J., Liang, M. and Cowley, A.W. "Increased Proliferative Cells in the Medullary Thick Ascending Limb of the Loop of Henle in the Dahl Salt-Sensitive Rat, Hypertension." , 61(1) (2013) : 208-215.

     
     

    Brownlees, C. and Vannucci, M. "A Bayesian Approach for capturing daily heterogeneity in intradaily durations time series: The mixed autoregressive conditional duration model, Studies in Nonlinear Dynamics and Econometrics, accepted." Studies in Nonlinear Dynamics and Econometrics, accepted (2012)

     
     

    Flores, R.J., Li, Y., Yu, A., Shen, J., Lau, S.S., Vannucci, M., Lau, C.C. and Man, T.K. "A Systems Biology Approach Reveals Common Metastatic Pathway in Osteosarcoma, BMC Systems Biology, 6:50."  (2012)

     
     

    Lee, S.H., Lim, J., Li, E., Vannucci, M. and Petkova, E. "Order test for high-dimensional two sample means, Journal of Statistical Planning and Inference." , 142 (2012) : 2719-2725.

     
     

    Stingo, F.C., Vannucci, M. and Downey, G. "Bayesian Wavelet-based Curve Classi cation via Discriminant Analysis with Markov Random Tree Priors, Statistica Sinica." , 22 (2012) : 465-488.

     
     

    Swartz, M.D., Peterson, C.B., Lupo, P.J., Wu, X., Forman, M.R., Spitz, M.R., Hernandez, L.M., Vannucci, M. and Shete, S. "Investigating multiple candidate genes and nutrients in the folate metabolism pathway to detect genetic and nutritional risk factors for lung cancer, PLoS One." PMID:23372658. PMCID:PMC3553105, 8(1) (2013) : e53475.In Press

     
     

    Cho, Y., Kim, H., Turner, N.D., Mann, J.C., Wei, J., Taddeo, S.S., Davidson, L.A., Wang, N., Vannucci, M., Carroll, R.J., Chapkin, R.S. and Lupton, J.R. "A chemoprotective fish oil/pectin diet temporally alters gene expression profiles in exfoliated rat colonocytes throughout oncogenesis ." Journal of Nutrition, 141(6) (2011) : 1029-35.

     
     

    Joo, H., Chavan, A.G., Day, R., Lennox, K.P., Sukhanov, P., Dahl, D.B., Vannucci, M. and Tsai, J.W. "Near-Native Protein Loop Sampling using Nonparametric Density Estimation Accommodating Sparcity.." PLOS Computational Biology, 7(10) (2011) : e1002234.

     
     

    Kwon, D.W., Landi, M.T., Vannucci, M., Issaq, H.J., Prieto, D. and Pfeiffer, R.M. "An efficient stochastic search for Bayesian variable selection with high-dimensional correlated predictors." Computational Statistics and Data Analysis, 55 (10) (2011) : 2807-2818.

     
     

    Preter, M., Lee, S.H., Petkova. E., Vannucci, M., Kim, S. and Klein, D.F. "Controlled cross-over study in normal subjects of naloxone-preceding-lactate infusions; respiratory and subjective responses: relationship to endogenous opioid system, suffocation false alarm theory and childhood parental loss." Psychological Medicine, 41(2) (2011) : 385-394.

     
     

    Savitsky, T., Vannucci, M. and Sha, N. "Variable Selection for Nonparametric Gaussian Process Priors: Models and Computational Strategies." Statistical Science, 26(1) (2011) : 130-149.

     
     

    Stingo, F.C. and Vannucci, M. "Variable Selection for Discriminant Analysis with Markov Random Field Priors for the Analysis of Microarray Data." Bioinformatics, 27(4) (2011) : 495-501.

     
     

    Stingo, F.C., Chen Y.A., Tadesse, M.G. and Vannucci, M. "Incorporating Biological Information into Linear Models: A Bayesian Approach to the Selection of Pathways and Genes." Annals of Applied Statistics, 5(3) (2011) : 1978-2002.

     
     

    Swartz, M., Peterson, C., Lupo, P., Wu, X., Forman, M.R., Spitz, M.R., Hernandez, L.M., Vannucci, M. and Shete, S. "A pathway approach to detecting genetic and nutritional risk factors for lung cancer related to folate metabolism."  (2011) Submitted

     
     

    Trevino, V., Tadesse, M.G., Vannucci, M., Al-Shahrour, F., Antczak, P., Durant, S., Bikfalvi, A., Dopazo, J., Campbell, M.J. and Falciani, F. "Analysis of normal-tumour tissue interaction in tumours: Prediction of prostate cancer features from the molecular profile of adjacent normal cells." PLoS ONE, 6(3) (2011) : e16492.

     
     

    Vannucci, M. and Stingo, F.C. "Bayesian Models for Variable Selection that Incorporate Biological Information (with discussion)." In Bayesian Statistics 9 (2011) : 659-678.

     
     

    Day, R. Lennox, K.P., Dahl, D.B., Vannucci, M. and Tsai, J.W. "Characterizing the regularity of tetrahedral packing motifs in protein tertiary structure.." Bioinformatics, 26(24) (2010) : 3059-3066.

     
     

    Guo, B., Villagran, A., Vannucci, M., Wang, J., Davis, C., Man, T.K. Lau, C. and Guerra, R. "Bayesian Estimation of Genomic Copy Number with Single Nucleotide Polymorephism Genotyping Arrays." BMC Research Notes, 3 (2010) : 350.

     
     

    Jeong, J., Vannucci, M., Do, K.-A., Broom, B., Kim, S., Sha, N., Tadesse, M.G., Yan, K. and Pusztai, L. "Gene selection for the identification of biomarkers in high-throughput data.." Bayesian Modeling in Bioinformatics (2010) : 233-254.

     
     

    Koshelev, M., Lohrenz, T., Vannucci, M. and Montague, P.R. "Biosensor Approach to Psychopathology Classification." PLoS Computational Biology, 6(10) (2010)

     
     

    Lennox, K.P., Dahl, D.B., Vannucci, M., Day, R. and Tsai, J.W. "A Dirichlet process mixture of hidden Markov models for protein structure prediction." Annals of Applied Statistics, 4(2) (2010) : 916-942.

     
     

    Savitsky, T. and Vannucci, M. "Spiked Dierichlet process priors for Gaussian process models.." Journal of Probability and Statistics (2010) : 14 pgs.

     
     

    Stingo, F.C. and Vannucci, M. "Variable Selection for Discriminant Analysis with Markov Random Field Priors for the Analysis of Microarray DAta." Bioinformatics (2010) In Press

     
     

    Stingo, F.C., Chen, Y.A., Vannucci, M., Barrier, M. and Mirkes, P.E. "A Bayesian graphical modeling approach to microRNA regulatory network inference.." Annals of Applied Statistics, 4(4) (2010) : 2024-2048.

     
     

    Trevino, V., Tadesse, M.G., Vannucci, M., Al-Shahrour, F., Dopazo, J., Campbell, M.J. and Falciani, F. "Analysis of normal-tumour tissue interaction in solid tumours: Prediction of prostate cancer features from the molecular profile of adjacent normal cells.." PLoS One (2010) In Revision

     
     

    Zhu, H., Vannucci, M. And Cox, D.D. "A Bayesian hierarchical model for classification with selection of functional predictors." Biometrics, 66(2) (2010) : 463-473.

     
     

    Zreik, T.G., Mazloom, A., Chen, Y., Vannucci, M., Pinnix, C.C., Fulton, S., Hadzaiahmetovic, M., Asmar, N., Munkarah, A.R., Ayoub, C.M., Shihadeh, F., Berjawi, G., Hannoun, A., Zalloua, P., Wogan, C. and Dabaja, B. "Fertility Drugs and the Risk of Breast Cancer: A Meta-Analysis and Review.." Breast Cancer Research and Treatment, 124(1) (2010) : 13-26.

     
     

    Gardoni, P., Trejo, D., Vannucci, M. and Bhattacharjee, C. (2009) "Probability models for the modulus of elasticity of self consolidated concrete: A Bayesian Approach." ASCE Journal of Engineering Mechanics, 135: 295-306.

     
     

    Jayaraman, A., Maguire, T., Vemula, M., Kwon, D.W., Vannucci, M., Berthiaume, F., and Yarmush, M.L. (2009) "Gene expression profiling of long-term changes in rat liver following burn-injury." Journal of Surgical Research, 152(1): 3-17.

     
     

    Kim, S., Dahl, D.B. and Vannucci, M. (2009) "Spiked Dirichlet process prior for Bayesian multiple hypothesis testing in random effects models." Bayesian Analysis, 4(4): 707-732.

     
     

    Ko, K., Qu, L. and Vannucci, M. (2009) "Wavelet-based Bayesian estimation of partially linear regression models with long memory errors.." Statistica Sinica, 19(4): 1463-1478.

     
     

    Lennox, K., Dahl, D.B., Vannucci, M. and Tsai, J. (2009) "Density estimation for protein conformation angles using a von Mises distribution and Bayesian nonparametrics." Journal of the American Statistical Association, 104: 586-596.

     
     

    Popovic, N., Bridenbaugh, E.A., Neiger, J.D., Hu, J.J., Vannucci, M., Mo, Q., Trzeciakowski, J., Miller, M.W., Fossum, T.W., Humphrey, J.D. and Wilson, E. (2009) "Transforming growth factor beta signaling in hypertensive remodeling of porcine aorta." American Journal of Physiology: Heart and Circulatory Physiology, 297 (2044-2053)

     
     

    Preter, M., Lee, S.H., Vannucci, M., Petkova, E., Kim, S. and Klein, D.F. (2009) "Subjects of naloxone-preceding-lactate infusions: Ventilatory responses, relationship to the endogenous opioid system and the suffocation false alarm hypothesis of panic disorder." Psychological Medicine, revisedIn Revision

     
     

    Small, C.M., Carney, G.E., Mo, Q., Vannucci, M. and Jones, A.G. (2009) "A microarray analysis of sex- and gonad-biased gene expression in the zebrafish: Evidence for masculinization of the transcriptome." BMC Genomics, 10: 579.

     
     

    Sukhanov, P., Lennox, K.P., Dahl, D.B., Vannucci, M., Day, R., Ho, T. and Tsai, J.W. (2009) "Protein loop modeling using a knowledge-based density estimation method." PLOS Computational Biology, invited revisionIn Revision

     
     

    Swanson, R., Vannucci, M. and Tsai, J. (2009) "Information theory provides a comprehensive framework for the evaluation of protein structure predictions." Proteins: Structure, Function, and Bioinformatics, 74(3): 701-711.

     
     

    Cruz-Marcelo, A., Guerra, R., Vannucci, M., Li, Y., Lau, C. and Man, C. "Comparison of algorithms for pre-processing of SELDI-TOF mass spectrometry data." Bioinformatics, 24(19) (2008) : 2129-2136.

     
     

    Dahl, D., Bohannan, Z., Mo, Q., Vannucci, M. and Tsai, J. "Assessing Side-Chain Perturbations of the Protein Backbone: A Knowledge Based Classification of Residue Ramachandran Space." Journal of Molecular Biology, 378 (2008) : 749-758.

     
     

    Dahl, D.B., Mo, Q. and Vannucci, M. "Simultaneous Inference for Multiple Testing and Clustering via a Dirichlet Process Mixture Model." Statistical Modelling: An International Journal, 8(1) (2008) : 23-39.

     
     

    Di Martino, A., Ghaffari, M., Curchack, J., Philip Reiss, P., Hyde, C., Vannucci, M., Petkova, E., Klein, D.F. and Castellanos, F.X. "Decomposing Intra-Subject Variability in Children with Attention-Deficit/Hyperactivity Disorder." Biological Psychiatry, 64(7) (2008) : 607-614.

     
     

    Kagiampakis, I., Jin, H., Kim, S, Vannucci, M., LiWang, P.J. and Tsai, J. "Conservation of Unfavorable Sequence Motifs that Contribute to Chemokine Quaternary State." Biochemistry, 47 (2008) : 10637-10648.

     
     

    Kwon, D.W., Vannucci, M., Song, J.J., Jeong, J. and Pfeiffer, R. "A Novel Wavelet-Based Thresholding Method for the Pre-Processing of Mass Spectrometry Data that Accounts for Heterogeneous Noise." Proteomics, 8(15) (2008) : 3019-3029.

     
     

    Lee, S., Lim, J., Vannucci, M., Petkova, E., Preter, M. and Klein, D.F. "Order-Preserving Dimension Reduction Test for the Dominance of Two Mean Curves with Application to Tidal Volume Curves." Biometrics, 64(3) (2008) : 931-939.

     
     

    Ortega, F., Semeith, K., Turan, N., Compton, R., Trevino, V., Vannucci, M. and Falciani, F. "Models and Computational Strategies Linking Physiological Response to Molecular Networks from Large-Scale Data." Philosophical Transactions of the Royal Society A, 366 (2008) : 3067-3089.

     
     

    Swartz, M., Mo, Q., Murphy, M.E., Turner, N., Lupton, J., Hong, M.Y. and Vannucci, M. "Bayesian Variable Selection in Clustering High Dimensional Data with Substructure." Journal of Agricultural Biological and Environmental Statistics, 13(4) (2008) : 407-423.

     
     

    Alhamad, M.N., Stuth, J. and Vannucci, M. "Biophysical Modeling and NDVI Time Series to Project Near-Term Forage Supply: Spectral Analysis Aided by Wavelet Denoising and ARIMA Modeling." International Journal of Remote Sensing, 28(1) (2007) : 2513-2548.

     
     

    Kim, S., Tsai, J., Kagiampakis, I., LiWang, P. and Vannucci, M. "Detecting protein dissimilarities in multiple alignments using Bayesian variable selection." Bioinformatics, 23(2) (2007) : 245-246.

     
     

    Kwon, D.W., Tadesse, M.G., Sha, N., Pfeiffer, R.M. and Vannucci, M. "Identifying biomarkers from mass spectrometry data with ordinal outcome." Cancer Informatics, 3 (2007) : 19-28.

     
     

    Lee, S., Vannucci, M., Petkova, E., Preter, M. and Donald, K. "Analysis of Panic Relevant Experimental Tidal Volume Curves: Wavelet-Based Functional Hypothesis Testing." Depression and Anxiety, 24(4) (2007) : 293-295.

     
     Books
     

    Frigessi, A., Buhlmann, P., Glad, I., Langaas, M., Richardson, S. and Vannucci, M. "Statistical Analysis for High-Dimensional Data - The Abel Symposium 2014. Edited volume.." Spring Verlag

     
     

    Do, K.-A., Qin, Z. and Vannucci, M. "Advances in Statistical Bioinformatics: Models and Integrative Inference for High-Throughput Data." Cambridge University Press, Edited Volume (2013)

     
     

    Do, K.A., Qin, Z. and Vannucci, M. "Advances in Statistical Bioinformatics: Models and Integrative Inference for High-Throughput Data, Cambridge Univesity Press."  (2013) In Press

     
     Book chapters
     

    Peterson, C.B., Swartz, M.D., Shete, S. and Vannucci, M. "Bayesian Model Averaging for Genetic Association Studies. In Advances in Statistical Bioinformatics: Models and Integrative Inference for High-Throughput Data, Cambridge University Press."  (2013) : 208-223.

     
     

    Stingo, F.C. and Vannucci, M. "Bayesian Models for Integrative Genomics. In Advances in Statistical Bioinformatics: Models and Integrative Inference for High-Throughput Data, Cambridge University Press, In Print."  (2013) : 272-291.

     
     

    Jeong, J., Vannucci, M., Do, K.-A., Broom, B., Kim, S., Sha, N., Tadesse, M., Yan, K. and Pusztai, L. "Gene Selection for the Identification of Biomarkers in High-Throughput Data." Bayesian Modeling (2009) In Revision

     
     Book reviews
     

    Vannucci, M. (2009) "Review of “Bayesian Bounds for Parameter Estimation and Nonlinear Filtering/Tracking”, edited by Harry L. van Trees and Kristine L. Bell." Journal of the American Statistical Association, 104: 1290.

     
     Other
     

    Fabbroni, L., Vannucci, M., Cuoco, E., Losurdo, G., Mazzoni, M. and Stanga, R. "Wavelet Tests for the Detection of Transients in the VIGRO Interferometric Gravitational Wave Detector." IEEE Transactionson Instrumentation and Measurement, 54(1) (2005) : 151-162.

     
     

    Gabbanini, F., Vannucci, M., Bartoli, G. and Moro, A. "Wavelet Packet Methods for the Analysis of Variance of Time Series with Application to Crack Widths on the Brundelleschi Dome." Journal of Computational and Graphical Statistics, 13(3) (2004) : 639-658.

     
     

    Sha, N., Vannucci, M., Tadesse, M.G., Brown, P.J., Dragoni, I., Davies, N., Roberts, T.C., Contestabile, A., Salmon, N., Buckely, C. and Falciani, F. "Bayesian Variable Selection in Multinomial Probit Models to Identify Molecular Signatures of Disease Stage." Biometrics, 60(3) (2004) : 812-819.

     
     

    Morris, J.S., Vannucci, M., Brown, P.J. and Carroll, R.J. "Wavelet-Based Nonparametric Modeling of Hierarchical Functions in Colon Carcinogenesis." Journal of the American Statistical Association, 98 (2003) : 573-597.

     
     

    Vannucci, M., Brown, P.J. and Fearn, T. "A Decision Theoretical Approach to Wavelet Regression on Curves with a High Number of Regressors." Journal of Statistical Planning & Inference, 112(1-2) (2003) : 195-212.

     
     

    Brown, P.J., Vannucci, M. and Fearn, T. "Bayes Model Averaging with Selection of Regressors." Journal of the Royal Statistical Society, Series B, 64(3) (2002) : 519-536.

     
     

    Sha, N. and Vannucci, M. "Contribution to the Discussion of "A Statistical Framework for Expression-Based Molecular Classification in Cancer"." Journal of the Royal Statistical Society, Series B, 64(4) (2002) : 737.

     
     

    Brown, P.J., Fearn, T. and Vannucci, M "Bayesian Wavelet Regression on Curves With Application to a Spectroscopic Calibration Problem." Journal of the American Statistical Association, 96 (2001) : 398-408.

     
     

    Vannucci, M. and Lio, P. "Non-Decimated Wavelet Analysis of Biological Sequences: Applications to Protein Structure and Genomics." Sankhya, Series B, 63(2) (2001) : 218-233.

     
     

    Vannucci, M., Brown, P.J. and Fearn, T. "Predictor Selection for Model Averaging." Bayesian Methods with Applications to Science, Policy and Official Statistics (2001) : 553-562.

     
     

    Fabbroni, L. and Vannucci, M. "Wavelet Tests for the Detection of Transients." LAL VIRGO (2000) : 1390-151.

     
     

    Spiegelman, C., Bennett, J., Vannucci, M., McShane, M.J. and Cote, G. "A Transparent Tool for Seemingly Difficult Calibrations: The Parallel Calibration Method." Analytical Chemistry, 72(1) (2000) : 135-140.

     
     

    Vannucci, M. "Matlab Code for Bayesian Variable Selection." Bulletin of the International Society for Bayesian Analysis, 7(3) (2000) : 12-13.

     
     

    Brown, P.J., Fearn, T. and Vannucci, M. "The Choice of Variables in Multivariate Regression: a Non-Conjugate Bayesian Decision Theory Approach." Biometrika, 86(3) (1999) : 635-648.

     
     

    Vannucci, M. and Corradi, F. "Covariance Structure of Wavelet Coefficients: Theory and Models in a Bayesian Perspective." Journal of the Royal Statistical Society, Series B, 61(4) (1999) : 971-986.

     
     

    Vannucci, M. and Corradi, F. "Modeling Dependence in the Wavelet Domain." Bayesian Inference in Wavelet Based Models (1999) : 173-186.

     
     

    Brown, P.J., Vannucci, M. and Fearn, T. "Bayesian Wavelength Selection in Multicomponent Analysis." Journal of Chemometrics, 12(3) (1998) : 173-182.

     
     

    Brown, P.J., Vannucci, M. and Fearn, T. "Multivariate Bayesian variable selection and prediction." Journal of the Royal Statistical Society, Series B, 60 (3) (1998) : 627-641.

     
     

    Brown, P.J., Vannucci, M. and Fearn, T. "Multivariate Bayesian Wavelength Selection for NIR Spectra Applied to Biscuit Dough Pieces." Proceedings of the 5th Journees Europeennes Agro-Industrie et Methodes Statistique (1997) : 19.1-19.11.

     
     

    Vannucci, M. and Vidakovic, B. "Preventing the Dirac disaster: Wavelet based density estimation.." Journal of the Italian Statistical Society, 6 (2) (1997) : 145-159.

     
     

    Pacini, B. and Vannucci, M. "Nonparametric Methods for Density and Regression Estimation (in Italian)." Serie Didattica (1996)

     
     Proceedings of the Section on Bayesian Statistical Science, 1996 Joint Statistical Meetings
     
     Proceedings of the 1996 ASCE Specialty Conference on Probabilistic Mechanics and Structural Reliability
     
     

    Vannucci, M. "Nonparametric Density Estimation Using Wavelets: A Review." ISDS (1995)

     
    Creative Works
     Other - Bayesian Methods for High-Dimensional Data
     PASI: Cutting-edge Topics in Theoretical Statistics and Applications in Genetics and Bioinformatics. , CIMAT, Mexico (April 27-29, 2010)
     
    Presentations
     Conference Committee Member
     

    "7th Annual Conference on Bayesian Biostatistics & Bioinformatics." Houston, TX.

     
     

    "Abel Symposium on Statistical Analysis of High Dimensional Data." Lofoten, Norway.

     
     

    "Data Integration in the Omics Sciences." International Biometric Conference, Florence, Italy.

     
     

    "Paper Highlights from Bayesian Analysis." Joint Statistical Meetings (JSM), Boston, MA.

     
     

    "SAMSI Workshop on Multiscale Model Development and Control Design." SAMSI, NC. (2004)

     
     Invited Talks
     

    "Department of Mathematics, Washington University in St. Louis, MO."

     
     

    "Department of Psychology, Rice University, Houston, TX."

     
     

    "Department of Statistics, University of Michigan, Ann Arbor, MI."

     
     

    "Third Bayesian Young Statisticians Meeting, Florence, Italy, (Plenary Lecture)."

     
     

    "Thirteen World Meeting of ISBA, Sardinia, Italy."

     
     

    "Workshop on Mathematical and Statistical Challenges in Neuroimaging Data Analysis, BIRS, Ban , Canada."

     
     

    "Workshop on Novel Statistical Methods in Neuroscience, Magdeburg, Germany."

     
     

    "XXVIIIth International Biometric Conference, Victoria, British Columbia."

     
     

    "59th Annual Fall Technical Conference of the American Society for Quality." Houston, TX.

     
     

    "Departmental Colloquia." Department of Epidemiology, University of Texas of Public Health, Houston, TX. (2015)

     
     

    "Departmental Colloquia." Department of Mathematics, University of Houston, Houston, TX.

     
     

    "Joint Statistical Meetings." Seattle, WA.

     
     

    "35th Annual Conference of the International Society for Clinical Biostatistics." Vienna, Austria.

     
     

    "60th Biometric Conference of the German Region of the International Biometric Society." Bremen, Germany.

     
     

    "Center for Computational and Integrative Biomedical Research." Baylor College of Medicine, Houston, TX.

     
     

    "Department of Statistical Science." Duke University, NC,

     
     

    "Department of Statistics, University of Washington." Seattle, WA,

     
     

    "ENAR Spring Meetings." Baltimore, MD.

     
     

    "Isaac Newton Institute for Mathematical Science." Cambridge, UK.

     
     

    "Medical Research Council, Biostatistics Unit." Cambridge, UK.

     
     

    "RSS/East Kent Local group seminar series." University of Kent at Canterbury, UK,

     
     

    "SAMSI workshop on Beyond Bioinformatics: Statistical and Mathematical Challanges." Raleigh-Durham, NC.

     
     

    "Departmental Colloquia, Division of Biostatistics." UT Health Science Center, School of Public Health, Houston, TX..

     
     

    "Departmental Colloquia, School of Biological Sciences." University of Liverpool, UK.

     
     

    "Barcelona BioMed Conference on Bayesian Statistics for Medical & Bioinformatics Research." Barcelona, Spain.

     
     

    "Department of Economics and Business." Universitat Pompeu Fabra, Barcelona, Spain.

     
     

    "Department of Mathematics and Statistics." Boston University, MA.

     
     

    "Department of Statistics." Brigham Young University, Provo, UT.

     
     

    "Department of Statistics and Applied Probability." Nanyang Technological University, Singapore.

     
     

    "Division of Mathematical Sciences." Nanyang Technological University, Singapore.

     
     

    "ENAR Spring Meetings." Washington, DC.

     
     

    "JSM Joint Statistical Meetings." San Diego, CA.

     
     

    Speaker.  "Bayesian Models for Variable Selection that Incorporate Biological Information." Department of Statistics, Rice University, Houston, TX. (09/26/2011)

     
     

    Author.  "Bayesian Models for Variable Selection That Incorporate Biological Information." Joint Statistical Meetings, Miami Beach, FL. (08/04/2011)

     
     

    Speaker.  "Bayesian Models for Variable Selection that Incorporate Biological Information." Department of Physiology, Medical College of Wisconsin, Milwaukee, WI. (08/15/2011)

     
     

    Author.  "Bayesian Models in Life Sciences." Joint Statistical Meetings, Miami Beach, FL. (08/02/2011)

     
     

    Organizer.  "Bayesian Nonparametric Methods for Protein Structure Prediction." Joint Statistical Meetings, Miami Beach, FL. (08/02/2011)

     
     

    Speaker.  "Department of Biostatistics." University of Michigan, Ann Arbor, MI. (2011)

     
     

    Speaker.  "Department of Biostatistics." Harvard University, Boston, MA. (2011)

     
     

    Speaker.  "Department of Biostatistics." UT School of Public Health, Houston, TX. (2011)

     
     

    Speaker.  "Integrating Biological Knowledge into the Evaluation of Genomic Data

     ." ENAR Spring Meetings, Miami, FL. (03/21/2011 ) With Francesco S. Stingo, Yian A. Chen, Mahlet G. Tadesse*

     
     

    Speaker.  "Learning in the Context of Very High Dimensional Data." Schloss Dagstuhl, Germany. (2011)

     
     

    Organizer.  "Section on Bayesian Statistical Science A.M. Roundtable Discussion (fee event)." Joint Statistical Meetings, Miami Beach, FL. (08/01/2011)

     
     

    Organizer.  "Section on Bayesian Statistical Science A.M. Roundtable Discussion (fee event)." Joint Statistical Meetings, Miami Beach, FL. (08/02/2011)

     
     

    Organizer.  "Section on Bayesian Statistical Science P.M. Roundtable Discussion (fee event)." Joint Statistical Meetings, Miami Beach, FL. (08/01/2011)

     
     

    Organizer.  "Section on Bayesian Statistical Science P.M. Roundtable Discussion (fee event)." Joint Statistical Meetings, Miami Beach, FL. (08/03/2011)

     
     

    Speaker.  "Workshop on Current Challenges in Statistical Learning." The Banff Centre, Alberta, Canada. (2011)

     
     

    "Conference on Nonparametrics Statistics and Statistical Learning." Columbus, OH. (2010)

     
     

    "Department of Applied Mathematics." Shanghai Normal University, Shanghai, China. (2010)

     
     

    "Department of Biostatistics and Bioinformatics." Emory University, Atlanta, GA. (2010)

     
     

    "Department of Mathematical Sciences." University of Texas, El Paso, TX. (2010)

     
     

    "Department of Mechanical and Automation Engineering." The Chinese University of Hong Kong. (2010)

     
     

    "Department of Statistics." Fudan University, Shanghai, China. (2010)

     
     

    "Department of Statistics." University of Missouri-Columbia, MO. (2010)

     
     

    "ENAR Spring Meetings." ENAR, New Orleans, LA. (2010)

     
     

    "JSM Joint Statistical Meetings." Vancouver, Canada. (2010)

     
     

    "Shanghai Institute of Foreign Trade." Shanghai, China. (2010)

     
     

    "The Eighth ICSA International Conference: Frontiers of Interdisciplinary and Methodology Statistical Research." Guangzhou University, China. (2010)

     
     

    "Workshop on Frontier of Statistical Decision Making and Bayesian Analysis." San Antonio, TX. (2010)

     
     

    "Workshop on Functional Data Analysis." Utah State University, Logan, UT. (2010)

     
     

    "Department of Statistics." University of Florence, Italy. (2009)

     
     

    "Department of Statistics." University of Perugia, Italy. (2009)

     
     

    "Department of Statistics." Columbia University, NY. (2009)

     
     

    "JSM Joint Statistical Meetings." Washington, DC. (2009)

     
     

    "TMC Proteomics Meeting." Baylor College of Medicine, Houston, TX. (2009)

     
     

    "9th Brazilian Bayesian Meeting." San Paulo, Brazil. (2008)

     
     

    "Department of Decision Sciences." Bocconi University, Milano, Italy. (2008)

     
     

    "Department of Economics." Central Bank of Venezuela, Caracas, Venezuela. (2008)

     
     

    "Department of Mathematics and Statistics." University of New Mexico, Albuquerque, NM. (2008)

     
     

    "Department of Statistical Methods,." Federal University of Rio de Janeiro, Rio de Janeiro, Brazil. (2008)

     
     

    "Department of Statistics." Carnegie Mellon University, PA. (2008)

     
     

    "International Society for Bayesian Analysis, 9th World Meeting." Hamilton Island, Australia. (2008)

     
     

    "International Society for Bayesian Analysis, 9th World Meeting." International Society for Bayesian Analysis, 9th World Meeting, Hamilton Island, Australia. (2008)

     
     

    "Statistical Sciences Group." Los Alamos National Laboratory, Los Alamos, NM. (2008)

     
     

    "Workshop on Bayesian Model Selection and Objective Methods." University of Florida, Florida. (2008)

     
     

    "6th International Congress on Industrial and Applied Mathematics." Zurich, Switzerlan. (2007)

     
     

    "Department of Mathematics." Imperial College, London, UK. (2007)

     
     

    "Department of Statistics." University of Illinois, Champaign, IL. (2007)

     
     

    "Department of Statistics." Sam Houston State University, Huntsville, TX. (2007)

     
     

    "ENAR Spring Meeting." ENAR, Atlanta, GA. (2007)

     
     

    "International Biometric Society - Italian Region." Pisa, Italy. (2007)

     
     

    "NERC International Opportunity Workshop on Fish Toxicogenomics." University of Aveiro, Portugal. (2007)

     
     

    "Workshop on Bioinformatics, Genetics and Stochastic Computation: Bridging the Gap." The Banff Center, Alberta, Canada. (2007)

     
     

    "Center for Epidemiology and Biostatistics." University of Texas at San Antonio, TX. (2005)

     
     

    "Center for Statistical Sciences." Brown University, RI. (2005)

     
     

    "Center for Studies on Complex Systems." University of Florence, Italy. (2005)

     
     

    "ENAR Spring Meeting." ENAR, Austin, TX. (2005)

     
     

    "International Conference on the Interactions Between Wavelets and Splines." Athens, GA. (2005)

     
     

    "Joint Statistical Meetings." Minneapolis, MN. (2005)

     
     

    "Spring Research Conference." Park City, UT. (2005)

     
     

    "Statistical Society of Canada Annual Meeting." Saskatoon, Saskatchewan. (2005)

     
     

    "Workshop on Data Fusion in Genomics." Imperial College, London, UK. (2005)

     
     

    "36th Symposium on the Interface: Bioinformatics." 36th Symposium on the Interface: Bioinformatics, Baltimore, MD. (2004)

     
     

    "Department of Biostatistics." Department of Biostatistics, Columbia University, NY, Columbia University, NY. (2004)

     
     

    "Department of Statistics." Wharton School, Wharton School, University of Pennsylvania, PA. (2004)

     
     

    "ENAR Spring Meeting." ENAR, Pittsburgh, PA. (2004)

     
     

    "Institute of Statistics and Decision Sciences." Institute of Statistics and Decision Sciences, Duke University, NC. (2004)

     
     

    "International Society for Bayesian Analysis, World Meeting." International Society for Bayesian Analysis, World Meeting, Vina del Mar, Chile. (2004)

     
     

    "Joint Statistical Meetings." Joint Statistical Meeting, Toronto, Canada. (2004)

     
     

    "New York State Psychiatric Institute." New York State Psychiatric Institute, Columbia University, Columbia University, NY. (2004)

     
     

    "School of Biosciences." University of Birmingham, UK, University of Birmingham, UK. (2004)

     
     

    "TX-UK Workshop on Computational Biology and Biomedicine." Glasgow, Scotland, Glasgow, Scotland. (2004)

     
     

    "The 3rd Winder Workshop on Statistics and Computer Science-Scientific Applications of Bayesian Analysis." Ein-Gedi, Dead Sea, Israel. (2004)

     
     

    "College of Science." Texas A&M University, College Station, TX. (2003)

     
     

    "INFORMS, Institute for Operations Research and the Management Sciences Meeting." INFORMS, Institute for Operations Research and the Management Sciences Meeting, Atlanta, GA. (2003)

     
     

    "ISI International Conference on Environmental Statistics and Health." ISI, Santiago de Compostela, Spain. (2003)

     
     

    "International Workshop on Bayesian Data Analysis." International Workshop on Bayesian Data Analysis, Santa Cruz, CA. (2003)

     
     

    "Joint Statistical Meetings." Joint Statistical Meetings, San Francisco, CA. (2003)

     
     Keynote Speaker
     

    "Twelfth World Meeting of ISBA." Cancun, MX.

     
     Lectures
     

    "6th International Conference of the ERCIM Working Group." London, UK.

     
     

    "Conference on Statistical Science in Society, CANSSI." University of Waterloo, Canada.

     
     

    "ENAR Spring Meetings." Orlando, FL..

     
     

    "IEEE International Symposium on Biomedical Imaging." San Francisco, CA.

     
     

    "Workshop on High-Dimensional Inference with Applications." University of Kent at Canterbury, UK.

     
     

    Plenary Lecture.  "XII Latin American Congress of Probability and Mathematical Statistics (CLAPEM)." Vina del Mar, Chile.

     
     

    Invited Lecturer.  "Ninth Valencia International Meeting on Bayesian Statistics." Alicante, Spain. (2010)

     
     

    "Invited Lecture. Mini-Course on Wavelets." Rice University. (2009)

     
     Other
     

    "Invited Session Organizer:
    Bayesian Analysis invited discussion paper, ISBA World Meetings
    Highlights from Bayesian Analysis, Joint Statistical Meetings."

     
     

    "Organization of Conference/Workshop:
    Scientific/Program Committee member:
    Challenges in Funcational Connectivity Modeling and Analysis, SAMSI Workshop, Raleigh, NC."

     
     Seminar Speaker
     

    Plenary/Keynote.  "Conference of Texas Statisticians." COTS, College Station. (2011)

     
     Session Chair
     

    "Bayesian Models for Neuroimaging Data." Joint Statistical Meetings, Seattle, WA.

     
     

    "Paper Highlights from Bayesian Analysis." Joint Statistical Meetings, Boston, MA.

     
     

    "Symposium on Biostatistical Methods for the Analysis of Genomic Data, 8th Conference on Italian Researchers in the World." Houston, TX.

     
    Editorial Positions
     Editor, STAT. (2016 - 2016)

     Member of the Editorial Board, JASA Editor Search Committee member (A&CS, 2015; T&M, 2016). (2016 - 2016)

     Other, ASA (A&CS). (2015 - 2015)

     Other, Editorial Search Committee ISBA. (2015 - 2015)

     Editor, Deputy Editory, Bayesian Analysis, 2005-. (2009 - 2009)

     Associate Editor, Journal of the American Statistical Association, 2006-. (2009 - 2009)

     Editor, Journal of the Royal Statistical Society, Series B. (2011 - 2011)

     Editor in Chief, Bayesian Analysis. (2013 - 2015)

     Editor, Journal of the American Statistical Association. T&M. (2011 - 2011)

     Other, Annals of Applied Statistics. (1996 - 1996)

     Associate Editor, Chemometrics and Intelligent Laboratory Systems. (2001 - 2001)

     Other, Bayesian Analysis. (2005 - 2005)

     Associate Editor, Technometrics. (2004 - 2004)

     Associate Editor, Technometrics. (2007 - 2007)

     Other, Annals of the Institute of Statistical Mathematics. (1996 - 1996)

     Associate Editor, ISBA Bulletin. (2005 - 2005)

     Other, Annals of Operations Research. (1996 - 1996)

     Other, Applied Statistics. (1996 - 1996)

     Other, Bayesian Analysis. (1996 - 1996)

     Other, Bioinformatics. (1996 - 1996)

     Other, Biometrics. (1996 - 1996)

     Other, Biometrika. (1996 - 1996)

     Other, BMC Bioinformatics. (1996 - 1996)

     Other, Communications in Statistics. (1996 - 1996)

     Other, Computational Statistics. (1996 - 1996)

     Other, Computational Statistics and Data Analysis. (1996 - 1996)

     Other, IEEE Transactions on Signal Processing. (1996 - 1996)

     Other, Journal of the American Statistical Association. (1996 - 1996)

     Other, Journal of Business & Economic Statistics. (1996 - 1996)

     Other, Journal of Chemical Information and Computer Sciences. (1996 - 1996)

     Other, Journal of Computational and Graphical Statistics. (1996 - 1996)

     Other, Journal of Econometrics. (1996 - 1996)

     Other, Journal of Intelligent and Fuzzy Systems. (1996 - 1996)

     Other, Journal of the Italian Statistical Society. (1996 - 1996)

     Other, Journal of Nonparametric Statistics. (1996 - 1996)

     Other, Journal of Probabilistic Engineering Mechanics. (1996 - 1996)

     Other, Journal of the Royal Statistical Society. (1996 - 1996)

     Other, Series B. (1996 - 1996)

     Other, Journal of Statistical Computation and Simulation. (1996 - 1996)

     Other, Journal of Statistical Planning & Inference. (1996 - 1996)

     Other, Journal of VLSI Signal Processing. (1996 - 1996)

     Other, Nucleic Acids Research. (1996 - 1996)

     Other, Sankhya. (1996 - 1996)

     Other, Signal Processing. (1996 - 1996)

     Other, Springer Verlag Book Proposals. (1996 - 1996)

     Other, Statistics in Medicine. (1996 - 1996)

     Other, Statistical Methods and Applications. (1996 - 1996)

     Other, Technometrics. (1996 - 1996)

    Supervised Theses & Dissertations
     Alejandro Cruz-Marcelo, Ph.D. Estimating the Term Structure with a Semi-parametric Bayesian Population Model: An Application to Corporate Bonds. (2010) (Committee Member)

     Terrance Savitsky, Ph.D. Generalized Gaussian Process Models with Bayesian Variable Selection. (2010) (Thesis or Dissertation Director)

     Colleen Kinney, Ph.D. On the Separation of T Tauri Star Spectra Using Non-negative matrix Factorization and Bayesian Positive Source Separation. (2010) (Thesis or Dissertation Director)

     Beibei Guo, Ph.D. Statistical Methods for Bioinformatics: Estimation of Copy Number and Detection of Gene Interactions. (2010) (Thesis or Dissertation Director)

     Francesco Stingo, Ph.D. Ph.D. 2011. (2010) (Thesis or Dissertation Director)

     Misha Koshelev, Ph.D. Current. (Committee Member)

     Christine Peterson, Ph.D. Current. (Thesis or Dissertation Director)

    Awards, Prizes, & Fellowships
     Honorary Chair Professorship, Department of Functional Genomics, University of Liverpool, UK, 2014-2016

     Fellow, American Association the Advancement of Science (AAAS) (2012)

     Elected Fellow, Institute of Mathematical Statistics (IMS) (2009),

     Elected member of the International Statistical Institute, ISI (2007)

     International Society for Bayesian Analysis, Mitchell Prize (2003)

     JASA-Applications and Case Studies, Editor's Invited Papers (2003)

     CAREER Award, National Science Foundation (2001-2005)

     Best Doctoral Thesis in Statistics, University of Florence (1992-1995)

     Statistical software evalution, IBM Scholarship (1992)

    Positions Held
     Adjunct Professor, MD Anderson Cancer Center. (2009 - 2009)

     Methods Qualifying Exam Comittee Member, Texas A&M University. (2005 - 2005)

     Committee Member, The Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. (2004 - 2004)

     Chair, JSM, The Roundtable Luncheon on Bayesian Variable Selection. (2003 - 2003)

     Chair, Colloquium, Texas A&M University. (2000 - 2000)

     Organizer of The Hartley Memorial Lectures, Texas A&M University. (2001 - 2001)

     Faculty Recruiting Committee Member, Texas A&M University. (2002 - 2002)

     Parametric Inference Cumulative Exam Committee Member, Texas A&M University. (2003 - 2003)

     Parametric Inference Cumulative Exam Committee Member, Texas A&M University. (2004 - 2004)

     Faculty Recruiting Committee Member, Texas A&M University. (2005 - 2005)

     Organizer of The Hartley Memorial Lectures, Texas A&M University. (2005 - 2005)

     Department Head Search Advisory Committee Member, Texas A&M University. (2004 - 2004)

     Faculty Recruiting Committee Member, Texas A&M University. (2003 - 2003)

     Bioinformatics Facility Writing Group Member, Texas A&M University. (2005 - 2005)

     College of Science Diversity Committee Member, Texas A&M University. (2003 - 2003)

     College of Science Diversity Committee Member, Texas A&M University. (2004 - 2004)

     Chair of Search Committee, Bioinformatics Facility Core, CERH, Texas A&M University. (2005 - 2005)