Adrian Dobra, Ph.D. - Publications

Affiliations: 
2002 Carnegie Mellon University, Pittsburgh, PA 
Area:
Information Science, Theory and Methods, Statistics

28 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Dobra A, Mohammadi R. Loglinear model selection and human mobility The Annals of Applied Statistics. 12: 815-845. DOI: 10.1214/18-Aoas1164  0.337
2015 Smith TR, Wakefield J, Dobra A. Restricted Covariance Priors with Applications in Spatial Statistics. Bayesian Analysis (Online). 10: 965-990. PMID 26753014 DOI: 10.1214/14-Ba927  0.35
2013 Voss JG, Dobra A, Morse C, Kovacs JA, Raju R, Danner RL, Munson PJ, Logan C, Rangel Z, Adelsberger JW, McLaughlin M, Adams LD, Dalakas MC. Fatigue-related gene networks identified in CD14+ cells isolated from HIV-infected patients: part II: statistical analysis. Biological Research For Nursing. 15: 152-9. PMID 22084402 DOI: 10.1177/1099800411423307  0.32
2012 Klimova A, Rudas T, Dobra A. Relational models for contingency tables. Journal of Multivariate Analysis. 104: 159-173. PMID 21918586 DOI: 10.1016/J.Jmva.2011.07.006  0.352
2012 Dobra A. Dynamic Markov bases Journal of Computational and Graphical Statistics. 21: 496-517. DOI: 10.1080/10618600.2012.663285  0.371
2011 Rodríguez A, Lenkoski A, Dobra A. Sparse covariance estimation in heterogeneous samples. Electronic Journal of Statistics. 5: 981-1014. PMID 26925189 DOI: 10.1214/11-Ejs634  0.338
2011 Dobra A, Lenkoski A, Rodriguez A. Bayesian Inference for General Gaussian Graphical Models With Application to Multivariate Lattice Data. Journal of the American Statistical Association. 106: 1418-1433. PMID 26924867 DOI: 10.1198/Jasa.2011.Tm10465  0.387
2011 Wakefield J, Haneuse S, Dobra A, Teeple E. Bayes computation for ecological inference. Statistics in Medicine. 30: 1381-96. PMID 21341304 DOI: 10.1002/Sim.4214  0.331
2011 Dobra A, Lenkoski A. Copula Gaussian graphical models and their application to modeling functional disability data Annals of Applied Statistics. 5: 969-993. DOI: 10.1214/10-Aoas397  0.357
2011 Lenkoski A, Dobra A. Computational aspects related to inference in gaussian graphical models with the G-Wishart prior Journal of Computational and Graphical Statistics. 20: 140-157. DOI: 10.1198/Jcgs.2010.08181  0.388
2010 Dobra A, Eicher TS, Lenkoski A. Modeling uncertainty in macroeconomic growth determinants using Gaussian graphical models Statistical Methodology. 7: 292-306. DOI: 10.1016/J.Stamet.2009.11.003  0.32
2010 Dobra A, Massam H. The mode oriented stochastic search (MOSS) algorithm for log-linear models with conjugate priors Statistical Methodology. 7: 240-253. DOI: 10.1016/J.Stamet.2009.04.002  0.357
2009 Dobra A. Variable selection and dependency networks for genomewide data. Biostatistics (Oxford, England). 10: 621-39. PMID 19520789 DOI: 10.1093/Biostatistics/Kxp018  0.324
2009 Massam H, Liu J, Dobra A. A conjugate prior for discrete hierarchical log-linear models Annals of Statistics. 37: 3431-3467. DOI: 10.1214/08-Aos669  0.363
2009 Dobra A, Fienberg SE. The generalized shuttle algorithm Algebraic and Geometric Methods in Statistics. 395-407. DOI: 10.1017/CBO9780511642401.024  0.426
2009 Dobra A, Fienberg SE. The generalised shuttle algorithm Algebraic and Geometric Methods in Statistics. 135-156. DOI: 10.1017/CBO9780511642401.009  0.518
2007 Hans C, Dobra A, West M. Shotgun stochastic search for "large p" regression Journal of the American Statistical Association. 102: 507-516. DOI: 10.1198/016214507000000121  0.374
2006 Huber M, Chen Y, Dinwoodie I, Dobra A, Nicholas M. Monte Carlo algorithms for Hardy-Weinberg proportions. Biometrics. 62: 49-53. PMID 16542228 DOI: 10.1111/J.1541-0420.2005.00418.X  0.306
2006 Dobra A, Tebaldi C, West M. Data augmentation in multi-way contingency tables with fixed marginal totals Journal of Statistical Planning and Inference. 136: 355-372. DOI: 10.1016/J.Jspi.2004.07.002  0.365
2005 Jones B, Carvalho C, Dobra A, Hans C, Carter C, West M. Experiments in stochastic computation for high-dimensional graphical models Statistical Science. 20: 388-400. DOI: 10.1214/088342305000000304  0.379
2004 Dobra A, Hans C, Jones B, Nevins JR, Yao G, West M. Sparse graphical models for exploring gene expression data Journal of Multivariate Analysis. 90: 196-212. DOI: 10.1016/J.Jmva.2004.02.009  0.349
2004 Dobra A, Sullivant S. A Divide-and-Conquer Algorithm for Generating Markov Bases of Multi-way Tables Computational Statistics. 19: 347-366. DOI: 10.1007/Bf03372101  0.355
2003 Dobra A. Markov bases for decomposable graphical models Bernoulli. 9: 1093-1108. DOI: 10.3150/Bj/1072215202  0.368
2003 Karr AF, Dobra A, Sanil AP. Table servers protect confidentiality in tabular data releases Communications of the Acm. 46: 57-58. DOI: 10.1145/602421.602451  0.322
2003 Dobra A, Karr AF, Sanil AP. Preserving confidentiality of high-dimensional tabulated data: Statistical and computational issues Statistics and Computing. 13: 363-370. DOI: 10.1023/A:1025671023941  0.37
2002 Dobra A, Karr AF, Sanil AP, Fienberg SE. Software systems for tabular data releases International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems. 10: 529-544. DOI: 10.1142/S0218488502001624  0.494
2001 Dobra A, Fienberg SE. Bounds for cell entries in contingency tables induced by fixed marginal totals with applications to disclosure limitation Statistical Journal of the United Nations Economic Commission For Europe. 18: 363-371. DOI: 10.3233/Sju-2001-18411  0.551
2000 Dobra A, Fienberg SE. Bounds for cell entries in contingency tables given marginal totals and decomposable graphs. Proceedings of the National Academy of Sciences of the United States of America. 97: 11885-92. PMID 11050222 DOI: 10.1073/Pnas.97.22.11885  0.525
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