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Marianthi Markatou - Publications

Affiliations: 
Columbia University, New York, NY 
Area:
Biostatistics Biology
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28 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Ding Y, Markatou M, Ball R. An evaluation of statistical approaches to postmarketing surveillance. Statistics in Medicine. PMID 31912927 DOI: 10.1002/Sim.8447  0.314
2020 Golzy M, Markatou M. Poisson Kernel-Based Clustering on the Sphere: Convergence Properties, Identifiability, and a Method of Sampling Journal of Computational and Graphical Statistics. 1-13. DOI: 10.1080/10618600.2020.1740713  0.31
2019 Markatou M, Sofikitou EM. Statistical Distances and the Construction of Evidence Functions for Model Adequacy Frontiers in Ecology and Evolution. 7. DOI: 10.3389/Fevo.2019.00447  0.353
2018 Foss AH, Markatou M. kamila: Clustering Mixed-Type Data in R and Hadoop Journal of Statistical Software. 83. DOI: 10.18637/Jss.V083.I13  0.312
2016 Afendras G, Markatou M. Uniform integrability of the OLS estimators, and the convergence of their moments Test. 25: 775-784. DOI: 10.1007/S11749-016-0498-Y  0.345
2016 Foss A, Markatou M, Ray B, Heching A. A semiparametric method for clustering mixed data Machine Learning. 1-40. DOI: 10.1007/S10994-016-5575-7  0.3
2015 Chen X, Vexler A, Markatou M. Empirical likelihood ratio confidence interval estimation of best linear combinations of biomarkers Computational Statistics and Data Analysis. 82: 186-198. DOI: 10.1016/J.Csda.2014.09.010  0.347
2011 Sinha A, Markatou M. A platform for processing expression of short time series (PESTS). Bmc Bioinformatics. 12: 13. PMID 21223570 DOI: 10.1186/1471-2105-12-13  0.529
2011 Ghandhi SA, Sinha A, Markatou M, Amundson SA. Time-series clustering of gene expression in irradiated and bystander fibroblasts: an application of FBPA clustering. Bmc Genomics. 12: 2. PMID 21205307 DOI: 10.1186/1471-2164-12-2  0.458
2011 Markatou M, Dimova R, Sinha A. A comparison of estimators for the variance of cross–validation estimators of the generalization error of computer algorithms Nonparametric Statistics and Mixture Models: a Festschrift in Honor of Thomas P Hettmansperger. 226-251. DOI: 10.1142/9789814340564_0014  0.498
2011 Dimova RB, Markatou M, Talal AH. Information methods for model selection in linear mixed effects models with application to HCV data Computational Statistics and Data Analysis. 55: 2677-2697. DOI: 10.1016/J.Csda.2010.10.031  0.644
2009 Zeremski M, Dimova R, Brown Q, Jacobson IM, Markatou M, Talal AH. Peripheral CXCR3-associated chemokines as biomarkers of fibrosis in chronic hepatitis C virus infection. The Journal of Infectious Diseases. 200: 1774-80. PMID 19848607 DOI: 10.1086/646614  0.617
2009 Sinha A, Hripcsak G, Markatou M. Large datasets in biomedicine: a discussion of salient analytic issues. Journal of the American Medical Informatics Association : Jamia. 16: 759-67. PMID 19717808 DOI: 10.1197/Jamia.M2780  0.536
2008 Zeremski M, Petrovic LM, Chiriboga L, Brown QB, Yee HT, Kinkhabwala M, Jacobson IM, Dimova R, Markatou M, Talal AH. Intrahepatic levels of CXCR3-associated chemokines correlate with liver inflammation and fibrosis in chronic hepatitis C. Hepatology (Baltimore, Md.). 48: 1440-50. PMID 18798334 DOI: 10.1002/Hep.22500  0.621
2008 Lindsay BG, Markatou M, Ray S, Yang KE, Chen SC. Quadratic distances on probabilities: A unified foundation Annals of Statistics. 36: 983-1006. DOI: 10.1214/009053607000000956  0.337
2008 Markatou M, Dimova R, Sinha A. Analysis and estimation of the variance of cross-validation estimators of the generalization error: A short review Frontiers of Applied and Computational Mathematics: New Jersey Institute of Technology, Usa, 19 - 21 May 2008. 206-212. DOI: 10.1142/9789812835291_0022  0.481
2007 Zeremski M, Markatou M, Brown QB, Dorante G, Cunningham-Rundles S, Talal AH. Interferon gamma-inducible protein 10: a predictive marker of successful treatment response in hepatitis C virus/HIV-coinfected patients. Journal of Acquired Immune Deficiency Syndromes (1999). 45: 262-8. PMID 17414926 DOI: 10.1097/Qai.0B013E3180559219  0.303
2007 Dahari H, Markatou M, Zeremski M, Haller I, Ribeiro RM, Licholai T, Perelson AS, Talal AH. Early ribavirin pharmacokinetics, HCV RNA and alanine aminotransferase kinetics in HIV/HCV co-infected patients during treatment with pegylated interferon and ribavirin. Journal of Hepatology. 47: 23-30. PMID 17412448 DOI: 10.1016/J.Jhep.2007.01.027  0.314
2006 Xu H, Markatou M, Dimova R, Liu H, Friedman C. Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues. Bmc Bioinformatics. 7: 334. PMID 16822321 DOI: 10.1186/1471-2105-7-334  0.629
2006 Talal AH, Ribeiro RM, Powers KA, Grace M, Cullen C, Hussain M, Markatou M, Perelson AS. Pharmacodynamics of PEG-IFN alpha differentiate HIV/HCV coinfected sustained virological responders from nonresponders. Hepatology (Baltimore, Md.). 43: 943-53. PMID 16761329 DOI: 10.1002/Hep.21136  0.308
2006 Melton GB, Parsons S, Morrison FP, Rothschild AS, Markatou M, Hripcsak G. Inter-patient distance metrics using SNOMED CT defining relationships. Journal of Biomedical Informatics. 39: 697-705. PMID 16554186 DOI: 10.1016/J.Jbi.2006.01.004  0.304
2005 Markatou M, Tian H, Biswas S, Hripcsak G. Analysis of variance of cross-validation estimators of the generalization error Journal of Machine Learning Research. 6. DOI: 10.7916/D86D5R2X  0.35
2004 Talal AH, Shata MT, Markatou M, Dorante G, Chadburn A, Koch R, Neumann AU, Ribeiro RM, Perelson AS. Virus dynamics and immune responses during treatment in patients coinfected with hepatitis C and HIV. Journal of Acquired Immune Deficiency Syndromes (1999). 35: 103-13. PMID 14722440 DOI: 10.1097/00126334-200402010-00001  0.318
1998 Markatou M, Basu A, Lindsay BG. Weighted likelihood equations with bootstrap root search Journal of the American Statistical Association. 93: 740-750. DOI: 10.1080/01621459.1998.10473726  0.3
1998 Agostinelli C, Markatou M. A one-step robust estimator for regression based on the weighted likelihood reweighting scheme Statistics and Probability Letters. 37: 341-350. DOI: 10.1016/S0167-7152(97)00136-3  0.312
1997 Markatou M, Basu A, Lindsay B. Weighted likelihood estimating equations: The discrete case with applications to logistic regression Journal of Statistical Planning and Inference. 57: 215-232. DOI: 10.1016/S0378-3758(96)00045-6  0.31
1996 Horowitz JL, Markatou M. Semiparametric Estimation of Regression Models for Panel Data Review of Economic Studies. 63: 145-168. DOI: 10.2307/2298119  0.32
1995 Markatou M, Horowitz JL. Robust scale estimation in the error-components model using the empirical characteristic function Canadian Journal of Statistics. 23: 369-381. DOI: 10.2307/3315381  0.331
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