Concepedia

Athanasios Kottas

AK

Statistics

Publications

35

Citations

1.9K

H-Index

21

Active since

2001

Affiliations

University of California, Santa Cruz(Current)

Duke University

University of Connecticut

Decision Sciences (United States)

University of Chicago

Athanasios Kottas is an author at University of California, Santa Cruz specializing in statistics, statistical inference, and bayesian statistics.

Top concepts

StatisticsBayesian StatisticsStatistical InferencePublic HealthEngineeringBiostatisticsFunctional Data AnalysisData ScienceBayesian MethodsBayesian Inference

Publications per year

2001–2018

35

Publications

35

Bayesian Nonparametric Spatial Modeling With Dirichlet Process Mixing

Alan E. Gelfand, Athanasios Kottas, Steven N. MacEachern · Journal of the American Statistical Association · 2005 · 355 citations

Bayesian Statistic, Bayesian Statistics, Engineering +15

Bayesian Semiparametric Median Regression Modeling

Athanasios Kottas, Alan E. Gelfand · Journal of the American Statistical Association · 2001 · 200 citations

Bayesian Statistics, Density Estimation, Bayesian Hierarchical Modeling +10

Bayesian Semiparametric Modelling in Quantile Regression

Athanasios Kottas, Milovan Krnjajić · Scandinavian Journal of Statistics · 2009 · 146 citations

Bayesian Statistic, Bayesian Statistics, Bayesian Semiparametric Modelling +12

A Computational Approach for Full Nonparametric Bayesian Inference Under Dirichlet Process Mixture Models

Alan E. Gelfand, Athanasios Kottas · Journal of Computational and Graphical Statistics · 2002 · 132 citations

Bayesian Statistic, Bayesian Statistics, Mixture Distribution +13

A Bayesian Nonparametric Approach to Inference for Quantile Regression

Matthew A. Taddy, Athanasios Kottas · Journal of Business and Economic Statistics · 2009 · 110 citations

Bayesian Statistic, Bayesian Statistics, Quantile Regression Curves +12

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