Arne Bathke
Current Research
Research Interests:
- Nonparametric Statistics
- Multivariate Statistics
- Statistical Modeling
- Asymptotics for a Large Number of Parameters
- Empirical Processes
- Empirical Likelihood
Publications:
- Arne Bathke, Solomon Harrar, Laurence Madden (2008).
How to Compare SmallMultivariate Samples Using Nonparametric Tests.
Accepted in Computational Statistics and Data Analysis.
- Arne Bathke (2008).
A Unified Approach to Nonparametric Trend Tests for Dependent and Independent Samples.
Accepted in Metrika, DOI 10.1007/s00184-008-0171-x.
- Solomon Harrar, Arne Bathke (2008).
Nonparametric Methods for Unbalanced Multivariate Data and Many Factor Levels.
Accepted in Journal of Multivariate Analysis, DOI 10.1016/j.jmva.2008.01.005.
- Arne Bathke, Solomon Harrar (2008).
Nonparametric Methods in Multivariate Factorial Designs for Large Number of Factor Levels.
Journal of Statistical Planning and Inference, Volume 138, Issue 3, pp.588-610.
- Terry L. Bunn, Svetla Slavova, Henry A. Spiller, Jonathan Colvin, Arne Bathke, Valerie J. Nicholson (2008).
The Effect of Poison Control Center Consultation on Accidental Poisoning Inpatient Hospitalizations with
Pre-Existing Medical Conditions.
Accepted in Journal of Toxicology and Environmental Health, Part A: Current Issues.
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Liping Huang, Wenying Zhu, Christopher Saunders, James MacLeod, Mai Zhou, Arnold Stromberg, Arne Bathke (2007).
A Novel Application of Quantile Regression for Identification of Cartilage Biomarkers in Equine Microarray Data.
In: Proceedings of the 2007 Joint Statistical Meetings, Alexandria, VA. American Statistical Association, pp.277-284.
- WonSun Chen, Arne Bathke (2007).
Testing Treatment-Covariate Interaction in a
Nonparametric Analysis of Covariance Model.
Communications in Statistics - Theory and Methods, Volume 36, Issue 6, pp.1153-1171.
- Terry Bunn, Svetla Slavova, Arne Bathke (2007).
Data Linkage of Inpatient Hospitalization and Workers' Claims Data Sets to Characterize Occupational Falls.
Journal of the Kentucky Medical Association, Volume 105, Issue 7, pp.313-320.
- Solomon Harrar, Arne Bathke (2007).
A Nonparametric Version of the Bartlett-Nanda-Pillai Multivariate Test. Asymptotics, Approximations, and Applications.
Accepted in American Journal of Mathematical and Management Sciences.
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Arne Bathke, Solomon Harrar (2006).
Testing Treatment Effects in Multivariate Factorial Designs with Many Factor Levels.
In: Proceedings of the 2006 Joint Statistical Meetings, Alexandria, VA. American Statistical Association, pp.1664-1667.
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Hua Liu, Christopher Saunders, Aaron Borders, Thomas Getchell, Marilyn Getchell, Arnold Stromberg, Arne Bathke (2006).
Statistical and Graphical Identification of Functional Gene Categories in Microarray Experiments.
In: Proceedings of the 2006 Joint Statistical Meetings, Alexandria, VA. American Statistical Association, pp.262-269.
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Arne Bathke, Dörte Lankowski (2005).
Rank Procedures for a Large Number of Treatments.
Journal of Statistical Planning and Inference, Volume 133, Issue 2, pp. 223-238.
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Arne Bathke (2005).
Testing Monotone Effects of Covariates in Nonparametric Mixed Models.
Journal of Nonparametric Statistics, Volume 17, Issue 4, pp. 423-439.
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Arne Bathke (2004).
The ANOVA F Test Can Still be Used in Some Balanced Designs With Unequal
Variances and Nonnormal Data.
Journal of Statistical Planning and Inference, Volume 126, Issue 2, pp.413-422.
This paper has been featured on
sciencedirect.com
as one of the ``top 25 hottest papers'' from July to December 2004.
It was the overall ``hottest paper'' from
October to December 2004, and the overall ``second hottest paper'' from
July to September 2004.
``Hotness'' is measured as the number of times an article gets downloaded from the journal website.
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Arne Bathke, Edgar Brunner (2003).
A Nonparametric Alternative to Analysis of Covariance.
In: Recent Advances and Trends in Nonparametric Statistics,
Elsevier, pp.109-120.
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Arne Bathke (2002).
ANOVA for a Large Number of Treatments.
Mathematical Methods of Statistics, Volume 11, No 1, pp. 118-132.
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Arne Bathke (2000).
Die Hoeffding-Zerlegung in Linearen Modellen.
(in German)
Mathematica Gottingensis 17a and 17b, 2000.
Grants and Awards:
- University of Kentucky 2007 Provost's Award for Outstanding Teaching.
- National Science Foundation.
Mai Zhou, Arne Bathke, Mi-Ok Kim.
"Empirical Likelihood and Censored Quantile Regression"
June 2006 - May 2009.
- National Center for Research Resources Grant.
Richard Kryscio, Arnold Stromberg, Mi-Ok Kim, Cidambi Srinivasan, Arne Bathke.
"Center for the Biologic Basis of Oral/Systemic Diseases: BBC:"
September 2004 - July 2009.
- Institute of Mathematical Statistics Miniconference Grant.
Arne Bathke, Mai Zhou.
"Miniconference on Non/semi-parametric Models and Sequential Analysis"
June 2003.
- University of Kentucky 2002 Summer Research Fellowship.
"Statistical Methods for a Large Number of Factor Levels"
Recent Talks:
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Nonparametric and Parametric Multivariate Tests
March 12th, 2008, München
Lifestat 2008 - Statistics and Life Sciences, International Conference of the European Network of the International Biometric Society.
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Nonparametric Analysis of Multivariate Data
July 31st, 2007, Salt Lake City
Joint Statistical Meetings
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Empirical Likelihood and Combined Multiple Testing
July 13th, 2007, Universität Göttingen
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Nonparametric Analysis of Multivariate Data
May 29th, 2007, Fudan University, China
May 22th, 2007, Shanghai
Fifteenth International Conference of the Forum for Interdisciplinary Mathematics
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Nonparametric Tests for Multivariate Data
April 19th, 2007, Washington University in St.Louis, Missouri
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Empirical Likelihood
November 30th, 2006, University of Montana, Missoula
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Nonparametric Methods in Multivariate Factorial Designs
August 10th, 2006, Seattle
Joint Statistical Meetings
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Nonparametric Methods in Multivariate Factorial Designs
With Large Number of Treatments
December 3rd, 2005, Auburn University, Alabama
Twelfth International Conference on Statistics, Combinatorics,
Mathematics and Applications
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Nonparametric Methods in Multivariate Factorial Designs
Under Large Hypothesis Degrees of Freedom
July 28th, 2005, Oslo
European Meeting of Statisticians
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Nonparametric Analysis of Covariance and Multivariate Nonparametric Tests
June 15th, 2005, Universidad Nacional de Colombia, Medellin
Third Regional Colloquium in Statistics
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Nonparametric Methods for Factorial Designs and Mixed Models
June 14th, 2005, Universidad Nacional de Colombia, Medellin
Third Regional Colloquium in Statistics
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Biostatistics Using Nonparametric Statistics
June 13th, 2005, Universidad Nacional de Colombia, Medellin
Third Regional Colloquium in Statistics
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Covariates in Nonparametric Mixed Models
August 11th, 2004, Toronto
Joint Statistical Meetings
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Asymptotics for a Large Number of Factor Levels
August 4th, 2003, San Francisco
Joint Statistical Meetings
July 31st, 2003, Oregon State University, Corvallis
J.F. Seely Conference on Linear Models
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Covariates in Nonparametric Mixed Models
July 16th, 2002, Crete, Greece
International Conference on Current Advances and
Trends in Nonparametric Statistics
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Testing the Effect of Covariables in Nonparametric
Mixed Models
November 27th, 2001, University of Illinois at Urbana-Champaign
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Analysis of Variance for a Large Number of
Treatments
February 13th, 2001, Bowling Green State University, Ohio
February 8th, 2001, University of Illinois at Urbana-Champaign
February 6th, 2001, Michigan State University
February 2nd, 2001, University of Kentucky
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Regression Quantiles
January 23rd, 2001, Universität Göttingen
Statistics Group Seminar, Mathematical Stochastics Department
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Varianzanalyse bei einer großen Anzahl von
Faktorstufen (in German)
October 2nd, 2000, Freie Universität Berlin
Workshop of AG Nichtparametrische Methoden
of the International Biometric Society, German Region
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Ratingspezifische Zinsstrukturkurven für Corporate
Bonds (in German)
June 8th, 2000, Universität Göttingen
Joint Seminar of Institute of Finance
and Banking and Institute of Information Systems
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Schätzung ratingspezifischer Zinsstrukturkurven
(in German)
May 30th, 2000, Universität Göttingen
Institute of Finance and Banking
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ANOVA for a large number of factor levels
February 3rd, 2000, Universität Göttingen
Statistics Group Seminar, Mathematical Stochastics Department
Reviewer for the following journals/organizations:
- American Journal of Mathematical and Management Sciences
- Annals of Statistics
- Biometrical Journal
- Biometrika
- Communications in Statistics, Simulation and Computation
- Communications in Statistics, Theory and Methods
- Computational Statistics and Data Analysis
- Computers and Mathematics with Applications
- Journal of Biopharmaceutical Statistics
- Journal of Multivariate Statistics
- Journal of Nonparametric Statistics
- Journal of Statistical Planning and Inference
- Journal of Statistical Theory and Practice
- Journal of the American Statistical Association
- Journal of the Royal Statistical Society
- Metrika
- Metron
- National Science Foundation
- Revista Colombiana de Estadistica
- Scandinavian Journal of Statistics
- Statistica Neerlandica
- Statistica Sinica
- Test
[Arne Bathke]
[Department of Statistics]
[College of Arts and Sciences]
[University of Kentucky]