All Stories

  1. Multi-Panel Kendall plot in light of an ROC curve analysis applied to measuring dependence

    Article • Statistics, December 2018, Taylor & Francis

    Albert Vexler, Professor Marianthi Markatou

  2. A comparison of high-dimensional variable selection methods with missing covariates in a prostate cancer study

    Article • Communications in Statistics Case Studies Data Analysis and Applications, April 2018, Taylor & Francis

    Professor Marianthi Markatou, Chi Chen

  3. A comparative study of subgroup identification methods for differential treatment effect: Performance metrics and recommendations

    Article • Statistical Methods in Medical Research, June 2017, SAGE Publications

    Professor Marianthi Markatou

  4. Empirical likelihood ratio confidence interval estimation of best linear combinations of biomarkers

    Article • Computational Statistics & Data Analysis, February 2015, Elsevier

    Professor Marianthi Markatou

  5. A pattern discovery framework for adverse event evaluation and inference in spontaneous reporting systems

    Article • Statistical Analysis and Data Mining The ASA Data Science Journal, August 2014, Wiley

    Professor Marianthi Markatou

  6. Kernels, Degrees of Freedom, and Power Properties of Quadratic Distance Goodness-of-Fit Tests

    Article • Journal of the American Statistical Association, January 2014, Taylor & Francis

    Bruce Lindsay, Professor Marianthi Markatou

  7. Surveillance for Guillain–Barré Syndrome After Influenza Vaccination Among the Medicare Population, 2009–2010

    Article • American Journal of Public Health, October 2012, American Public Health Association

    Professor Marianthi Markatou

  8. SOR: Scalable Orthogonal Regression for Non-Redundant Feature Selection and its Healthcare Applications

    Article • April 2012, Society for Industrial & Applied Mathematics (SIAM)

    Professor Marianthi Markatou

  9. Information methods for model selection in linear mixed effects models with application to HCV data

    Article • Computational Statistics & Data Analysis, September 2011, Elsevier

    Professor Marianthi Markatou

  10. A Platform for Processing Expression of Short Time Series (PESTS)

    Article • BMC Bioinformatics, January 2011, Springer Science + Business Media

    Professor Marianthi Markatou

  11. Time-series clustering of gene expression in irradiated and bystander fibroblasts: an application of FBPA clustering

    Article • BMC Genomics, January 2011, Springer Science + Business Media

    Professor Marianthi Markatou

  12. A Comparison of Estimators for the Variance of Cross-Validation Estimators of the Generalization Error of Computer Algorithms

    Article • January 2011, World Scientific Pub Co Pte Lt

    Professor Marianthi Markatou

  13. Selecting information in electronic health records for knowledge acquisition

    Article • Journal of Biomedical Informatics, August 2010, Elsevier

    Professor Marianthi Markatou

  14. Peripheral CXCR3‐Associated Chemokines as Biomarkers of Fibrosis in Chronic Hepatitis C Virus Infection

    Article • The Journal of Infectious Diseases, December 2009, Oxford University Press (OUP)

    Professor Marianthi Markatou

  15. Use abstracted patient-specific features to assist an information-theoretic measurement to assess similarity between medical cases

    Article • Journal of Biomedical Informatics, December 2008, Elsevier

    Professor Marianthi Markatou

  16. ANALYSIS AND ESTIMATION OF THE VARIANCE OF CROSS-VALIDATION ESTIMATORS OF THE GENERALIZATION ERROR: A SHORT REVIEW

    Article • November 2008, World Scientific Pub Co Pte Lt

    Professor Marianthi Markatou

  17. Intrahepatic levels of CXCR3-associated chemokines correlate with liver inflammation and fibrosis in chronic hepatitis C

    Article • Hepatology, July 2008, Wiley

    Professor Marianthi Markatou

  18. Quadratic distances on probabilities: A unified foundation

    Article • The Annals of Statistics, April 2008, Institute of Mathematical Statistics

    Professor Marianthi Markatou

  19. Early ribavirin pharmacokinetics, HCV RNA and alanine aminotransferase kinetics in HIV/HCV co-infected patients during treatment with pegylated interferon and ribavirin

    Article • Journal of Hepatology, July 2007, Elsevier

    Professor Marianthi Markatou

  20. A statistical methodology for analyzing co-occurrence data from a large sample

    Article • Journal of Biomedical Informatics, June 2007, Elsevier

    Professor Marianthi Markatou

  21. Interferon ?????Inducible Protein 10

    Article • JAIDS Journal of Acquired Immune Deficiency Syndromes, March 2007, Wolters Kluwer Health

    Professor Marianthi Markatou

  22. Inter-patient distance metrics using SNOMED CT defining relationships

    Article • Journal of Biomedical Informatics, December 2006, Elsevier

    Professor Marianthi Markatou

  23. Pharmacodynamics of PEG-IFN α differentiate HIV/HCV coinfected sustained virological responders from nonresponders

    Article • Hepatology, May 2006, Wiley

    Professor Marianthi Markatou

  24. Virus Dynamics and Immune Responses During Treatment in Patients Coinfected With Hepatitis C and HIV

    Article • JAIDS Journal of Acquired Immune Deficiency Syndromes, February 2004, Wolters Kluwer Health

    Professor Marianthi Markatou

  25. A Closer Look at Weighted Likelihood in the Context of Mixtures

    Article • September 2000, Taylor & Francis

    Professor Marianthi Markatou

  26. Mixture Models, Robustness, and the Weighted Likelihood Methodology

    Article • Biometrics, June 2000, Wiley

    Professor Marianthi Markatou

  27. Weighting Games in Robust Linear Regression

    Article • Journal of Multivariate Analysis, July 1999, Elsevier

    Professor Marianthi Markatou

  28. Weighted Likelihood Equations with Bootstrap Root Search

    Article • Journal of the American Statistical Association, June 1998, Taylor & Francis

    Professor Marianthi Markatou

  29. Weighted Likelihood Equations with Bootstrap Root Search

    Article • Journal of the American Statistical Association, June 1998, JSTOR

    Professor Marianthi Markatou

  30. A one-step robust estimator for regression based on the weighted likelihood reweighting scheme

    Article • Statistics & Probability Letters, March 1998, Elsevier

    Professor Marianthi Markatou

  31. Weighted likelihood estimating equations: The discrete case with applications to logistic regression

    Article • Journal of Statistical Planning and Inference, February 1997, Elsevier

    Professor Marianthi Markatou

  32. Robust tests in nonlinear regression models

    Article • Journal of Statistical Planning and Inference, October 1996, Elsevier

    Professor Marianthi Markatou

  33. Robust statistical inference: weighted likelihoods or usual m-estimation?

    Article • Communication in Statistics- Theory and Methods, January 1996, Taylor & Francis

    Professor Marianthi Markatou

  34. Semiparametric Estimation of Regression Models for Panel Data

    Article • The Review of Economic Studies, January 1996, Oxford University Press (OUP)

    Professor Marianthi Markatou

  35. Robust scale estimation in the error-components model using the empirical characteristic function

    Article • Canadian Journal of Statistics, December 1995, Wiley

    Professor Marianthi Markatou

  36. Robust scale estimation based on the the empirical characteristic function

    Article • Statistics & Probability Letters, November 1995, Elsevier

    Professor Marianthi Markatou

  37. Bounded Influence and High Breakdown Point Testing Procedures in Linear Models

    Article • Journal of the American Statistical Association, June 1994, JSTOR

    Professor Marianthi Markatou

  38. Bounded Influence and High Breakdown Point Testing Procedures in Linear Models

    Article • Journal of the American Statistical Association, June 1994, Taylor & Francis

    Professor Marianthi Markatou

  39. Applications of the asymmetric eigenvalue problem techniques to robust testing

    Article • Journal of Statistical Planning and Inference, April 1992, Elsevier

    Professor Marianthi Markatou

  40. Robust M-type Testing Procedures for Linear Models

    Article • January 1991, Springer Science + Business Media

    Professor Marianthi Markatou

  41. Robust Bounded-Influence Tests in Linear Models

    Article • Journal of the American Statistical Association, March 1990, JSTOR

    Professor Marianthi Markatou

  42. Robust Bounded-Influence Tests in Linear Models

    Article • Journal of the American Statistical Association, March 1990, Taylor & Francis

    Professor Marianthi Markatou