Concepedia

Adrian Dobra

AD

40

Publications

3K

Citations

27

H-Index

2000

Active since

Affiliations

University of Washington(Current)

Duke University

Heidelberg University

Decision Sciences (United States)

Neurobehavioral Systems

Adrian Dobra is an author at University of Washington specializing in engineering, data science, and statistics.

Top concepts

EngineeringData ScienceStatisticsStatistical InferenceMedicineProbabilityKnowledge DiscoveryFunctional Data AnalysisComputer ScienceBusiness

Publications per year

2000–2023

40

Publications

40

Sparse graphical models for exploring gene expression data

Adrian Dobra, Chris Hans, Beatrix Jones et al. · Journal of Multivariate Analysis · 2004 · 470 citations

Functional Genomics, Sparse Graphical Models, Computational Biology +9

Gene Expression Profiling and Genetic Markers in Glioblastoma Survival

Jeremy N. Rich, Christopher Hans, Beatrix Jones et al. · Cancer Research · 2005 · 315 citations

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

Shotgun Stochastic Search for “Large<i>p</i>” Regression

Chris Hans, Adrian Dobra, Mike West · Journal of the American Statistical Association · 2007 · 236 citations

Copula Gaussian graphical models and their application to modeling functional disability data

Adrian Dobra, Alex Lenkoski · The Annals of Applied Statistics · 2011 · 186 citations · Full text

Bayesian Statistic, Functional Disability Data, Graphical Model Determination +16

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