Faculty

Institution

Unit

Venue

George Karabatsos

Professor

University of Illinois Chicago

Affiliations

College of Education

Department of Educational Psychology

George Karabatsos is currently serving as a College Of Education Professor at University of Illinois Chicago.

Honors

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Experiences

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Education

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George Karabatsos

University of Illinois Chicago

Professor

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statistics bayesian analysis bayesian inference statistical inference statistical methodology applied statistics applied mathematics bayesian statistics behavioral sciences machine learning psychology computational statistics econometrics psychometrics probability theory decision theory educational assessment machine learning research mathematical psychology meta-analysis educational research psychological assessment causal models measurement theory mental health decision science estimation theory statistical analysis bayesian econometrics ridge regression psychological science applied psychology applied cognitive psychology sexual behavior sexual health applied social psychology scientific data alcohol abuse choice theory clinical measurements density estimation national sample ridge parameter rasch model test theory order-constrained bayes inference dichotomous models interpersonal violence women's studies domestic violence sexual assault alcohol dependence mating psychology alcohol misuse suicide clinical gerontology geriatric medicine clinical data health data human sexuality qualitative interpretation behavior analysis parameter tuning model tuning pharmaceutical education sexual responsibility commercial sex functional assessment college women probabilistic measurement theory additive conjoint measurement college men sexual aggression decision making axioms markov chain estimation unidimensional nonparametric irt biostatistics causal inference complex data sets regression analysis bayesian models statistical models

Notable Scholarly Works

Notable Federal Grants

Collaborators

Copula Approximate Bayesian Computation Using Distribution Random Forests. Stats (2024)

George Karabatsos

approximate bayesian computationstatistical theorybayesian analysisstatisticsstatistical methodologydistribution random forests

Review of:"Detection and Correction of Likert Scale Multiplicative Response-Style Bias". (2024)

George Karabatsos

bias detectionbiaspsychologystatisticsmachine learning researchdata sciencemachine learning

Approximate Bayesian Computation Using Asymptotically Normal Point Estimates. Computational Statistics (2022)

George Karabatsos

normal point estimatesapproximate bayesian computationbayesian analysisstatisticsasymptotic analysiscomputational statistics

Subsampling Halfspace Depth. SSRN Electronic Journal (2022)

George Karabatsos

earth sciencehalfspace depth

Dirichlet Process Mixture Models With Shrinkage Prior. Stat (2021)

Dawei DingGeorge Karabatsos

applied statisticsbiostatisticsstatisticsmachine learning researchapplied mathematicscomputational statistics

Detecting Local Dependence: A Threshold-Autoregressive Item Response Theory (Tar-Irt) Approach for Polytomous Items. Applied Measurement in Education (2020)

Xiaodan TangGeorge KarabatsosHaiqin Chen

local dependenceapplied statisticseducationstatisticsapplied mathematicseducational researcheducational assessmentpolytomous items

Fast Search and Estimation of Bayesian Nonparametric Mixture Models Using a Classification Annealing Em Algorithm. Journal of Computational and Graphical Statistics (2020)

bayesian inferencemixture analysisfast searchapplied statisticsbayesian statisticsbayesian hierarchical modelingstatistical inferencebayesian analysisstatisticsapplied mathematicscomputational statisticsmixture distributionstatistical models

Elizabeth TalbottJaime L. ZurheideGeorge KarabatsosSkip Kumm

developmental psychologychild developmentmeta-analysisteacher ratingspsychopathologypsychologyeducational psychologystatisticsdevelopmental psychopathologypsychometricsbehavioral sciences

A Bayes Factor for Bounding the Treatment Effect to Address Hidden Bias in Linear Regression. SSRN Electronic Journal (2018)

George Karabatsos

linear regressiontreatment effectsbiasstatisticsbayes factorhidden bias

A Bayesian Beta-Mixture Model for Nonparametric Irt (Bbm-Irt). Journal of Modern Applied Statistical Methods (2018)

Ethan A. ArensonGeorge Karabatsos

bayesian beta-mixture modelapplied probabilityapplied statisticsstatistical inferencebiostatisticsstatisticsstatistical methodologybayesian analysisapplied mathematicsnonparametric irtmachine learning

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George Karabatsos

Professor

University of Illinois Chicago

Affiliations

College of Education

Department of Educational Psychology

George Karabatsos is currently serving as a College Of Education Professor at University of Illinois Chicago.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

George Karabatsos

University of Illinois Chicago

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Copula Approximate Bayesian Computation Using Distribution Random Forests. Stats (2024)

George Karabatsos

approximate bayesian computationstatistical theorybayesian analysisstatisticsstatistical methodologydistribution random forests

Review of:"Detection and Correction of Likert Scale Multiplicative Response-Style Bias". (2024)

George Karabatsos

bias detectionbiaspsychologystatisticsmachine learning researchdata sciencemachine learning

Approximate Bayesian Computation Using Asymptotically Normal Point Estimates. Computational Statistics (2022)

George Karabatsos

normal point estimatesapproximate bayesian computationbayesian analysisstatisticsasymptotic analysiscomputational statistics

Subsampling Halfspace Depth. SSRN Electronic Journal (2022)

George Karabatsos

earth sciencehalfspace depth

Dirichlet Process Mixture Models With Shrinkage Prior. Stat (2021)

Dawei DingGeorge Karabatsos

applied statisticsbiostatisticsstatisticsmachine learning researchapplied mathematicscomputational statistics

Detecting Local Dependence: A Threshold-Autoregressive Item Response Theory (Tar-Irt) Approach for Polytomous Items. Applied Measurement in Education (2020)

Xiaodan TangGeorge KarabatsosHaiqin Chen

local dependenceapplied statisticseducationstatisticsapplied mathematicseducational researcheducational assessmentpolytomous items

Fast Search and Estimation of Bayesian Nonparametric Mixture Models Using a Classification Annealing Em Algorithm. Journal of Computational and Graphical Statistics (2020)

Elizabeth TalbottJaime L. ZurheideGeorge KarabatsosSkip Kumm

developmental psychologychild developmentmeta-analysisteacher ratingspsychopathologypsychologyeducational psychologystatisticsdevelopmental psychopathologypsychometricsbehavioral sciences

A Bayes Factor for Bounding the Treatment Effect to Address Hidden Bias in Linear Regression. SSRN Electronic Journal (2018)

George Karabatsos

linear regressiontreatment effectsbiasstatisticsbayes factorhidden bias

A Bayesian Beta-Mixture Model for Nonparametric Irt (Bbm-Irt). Journal of Modern Applied Statistical Methods (2018)

Ethan A. ArensonGeorge Karabatsos

1
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3
4
5
12
10 / page

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University of Virginia

statistics

statistical methodology

Sun-Joo Cho

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Vanderbilt University

psychology

item response

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University of Illinois Urbana-Champaign

latent variable model

behavioral statistic

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statistical modeling

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