Full Name:

Maadooliat, Mehdi (CV)

  

mehdi AT
mscs.mu.edu

Position:

Assistant Professor

 Adj. Associate Research Scientist

Address:

MSCS Dept. Cudahy Hall, 311
Marquette University

 Center for Human Genetics (CHG)
Marshfield Clinic Res. Ins. (MCRI)
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Monographs

Journal Articles (Published/Accepted)

  1. M. Maadooliat, Y. Sun and T. Chen, "Nonparametric collective spectral density estimation with an application to clustering the brain signals", Statistics in Medicine, Vol. 37, No. 30, 4789-4806, (2018) (webtool)
  2. N. K. Bansal, M. Maadooliat, and S. J. Schrodi, "Empirical Bayesian approach to testing multiple hypotheses with separate priors for left and right alternatives". Statistical Applications in Genetics and Molecular Biology, Vol.17, No.4, A20180002, (2018) (webtool)
  3. I. Ghosh, G. G. Hamedani, N. K. Bansal and M. Maadooliat, "On the mixtures of Weibull and Pareto (IV) distribution: an alternative to Pareto distribution", Communications in Statistics - Theory and Methods, Vol.47, No.9, 2073-2084, (2018)

  4. S. M. Najibi, M. Maadooliat, L. Zhou, J. Z. Huang and X. Gao, "Protein structure classification and loop modeling using multiple Ramachandran distributions", Computational and Structural Biotechnology Journal, Vol. 15, 243-254 (2017) (webtool)

  5. M.J. Bull, L. Boaz, M. Maadooliat, M.E. Hagle, L. Gettrust, M.T. Greene, S.B. Holmes and J.S. Saczynski. "Preparing family caregivers to recognize delirium symptoms in older adults following elective hip or knee arthroplasty", Journal of the American Geriatrics Society, Vol. 65, e13-e17, (2017)

  6. M. Maadooliat, L. Zhou, S. M. Najibi, X. Gao and J. Z. Huang, "Collective estimation of multiple bivariate density functions with application to angular-sampling-based protein loop modeling", Journal of the American Statistical Association, Vol. 111, No. 513, 43-56, (2016)

  7. H.M. Kim, M. Maadooliat , R.B. Arellano-Valle and M.G. Genton, "Skewed factor models using selection mechanism", Journal of Multivariate Analysis, Vol.145, 162-177, (2016)
  8. M. Maadooliat, N. K. Bansal, J. Upadhya, M. R. Farazi, Z. Ye, X. Li, and S. J. Schrodi, "The decay of disease association with declining linkage disequilibrium: A fine mapping theorem", Frontiers in Genetics: Statistical Genetics and Methodology, Vol. 7, A217 (2016) (PMC5149547)
  9. N. K. Bansal, G. G. Hamedani and M. Maadooliat, "Testing multiple hypotheses with skewed alternatives", Biometrics, Vol. 72, No. 2, 494-502, (2016)
  10. M. Maadooliat, J. Z. Huang and J. Hu, "Integrating data transformation in principal components analysis", Journal of Computational and Graphical Statistics, Vol.24, No.1, 84-103, (2015)
  11. M. Ahsanullah, G.G. Hamedani and M. Maadooliat , "Characterizations of distributions via conditional expectation of generalized order statistics", International Journal of Statistics and Probability, Vol.4(3), (2015)
  12. G.G. Hamedani, Z. Javanshiri, M. Maadooliat and A. Yazdani, "Remarks on characterizations of Malinowska & Szynal", Applied Mathematics and Computation, Vol.246, 377-388, (2014)
  13. L. Chen, M. Pourahmadi and M. Maadooliat, "Regularized multivariate regression models with skew-t error distributions", Journal of Statistical Planning and Inference, Vol.149, 125-139, (2014)
  14. Z. Javanshiri and M. Maadooliat, "Beta Burr XII or five parameter Beta Lomax distribution: remarks and characterizations ", Journal of Statistical Theory and Applications, Vol.13, No.2, 105-110, (2014)
  15. M. E. Mousavi, P. Gardoni and M. Maadooliat, "Progressive reliability method and its application to offshore mooring systems", Engineering Structures, Vol.56, 2131-2138, (2013)
  16. M. Maadooliat, X. Gao and J. Z. Huang, "Assessing protein conformational sampling methods based on bivariate lag-distributions of backbone angles", Briefings in Bioinformatics, Vol.14, No.6, 724-736, (2013) (supplement, web tool)
  17. M. Maadooliat, M. Pourahmadi and J. Z. Huang, "Robust estimation of the correlation matrix of longitudinal data", Statistics and Computing, Vol.23, No.1, 17-28, (2013)
  18. M. Maadooliat, J. Z. Huang and J. Hu, "Analyzing multiple-probe microarray: estimation and application of gene expression indexes", Biometrics, Vol.68, No.3, 784-792, (2012) (supplement)
  19. J. Z. Huang, M. Chen, M. Maadooliat and M. Pourahmadi, "A cautionary note on generalized linear models for covariance of unbalanced longitudinal data", Journal of Statistical Planning and Inference, Vol.142, No.3, 743-751, (2012)
  20. N. K. Bansal, M. Maadooliat and X. Wang, "Empirical Bayes and hierarchical Bayes estimation of skew normal populations", Communications in Statistics - Theory and Methods, Vol.37, No.7, 1024-1037, (2008)
 

Journal Articles (In Prepration)

  1. T. Chen, Y. Sun and M. Maadooliat, "Collective nonparametric spectral density estimation for spatial data."
  2. H. Haghbin, S. M. Najibi, R. Mahmoudvand and M. Maadooliat, "Functional Singular Spectrum Analysis."
  3. M. Maadooliat and S. J. Schrodi, "GWID: A new Genome-Wide identity-bydescent visualization and analysis tool for disease gene mapping."