Full Name:

Maadooliat, Mehdi (CV)

 | MLAB MEMBERS | R PACKAGES |

mehdi AT
mscs.mu.edu

Position:

Associate Professor

Address:

MSSC Dept. Cudahy Hall, 351
Marquette University
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(@) : Corresponding author.

Journal Articles (In Prepration)

  1. H. Haghbin, Y. Zhao, and M. Maadooliat(@), "Regularized multivariate functional Principal Component Analysis." (package)

Journal Articles (Under Revision)

  1. A. Nodehi(@), M. Golalizadeh(@), M. Maadooliat and C. Agostinelli, "Torus probabilistic principal component analysis", Journal of Classification

Journal Articles (Published/Accepted)

  1. H. Haghbin(@), J. Trinka, and M. Maadooliat "Rfssa: An R package for functional singular spectrum analysis", The R Journal, 16.2, xxx-yyy, (2024)
  2. S.M. Dehkordi, M. Maadooliat(@), and S.J. Schrodi(@) "Gwid: An R package and Shiny application for Genome-Wide Analysis of IBD data", Bioinformatics Advances, Accepted, (2024) (package)
  3. A. Ghorbannia, A. Spearman, S. Sawalhi, R.K. Woods, M. Maadooliat and J.F. LaDisa(@), "A novel diastolic doppler index less affected by aortic arch anomalies co-existing with coarctation", Pediatric Cardiology, Accepted, (2024)
  4. H. Haghbin, and M. Maadooliat(@) "A journey from univariate to multivariate functional time series: A comprehensive review", WIREs Computational Statistics, Vol. 16, No. 1, e1640, (2024)
  5. S. Nezampour, A. Nematollahi, R. Krafty, and M. Maadooliat(@) "A new approach to nonparametric estimation of multivariate spectral density function using basis expansion", Computational Statistics, Published, (2024)
  6. A. Ghorbannia, H. Jurkiewicz, L. Nasif, A. Ahmed, J. Co-Vu, M. Maadooliat, R.K. Woods and J.F. LaDisa(@), "Coarctation duration and severity predict the likelihood of hypertension precursors in a preclinical model and hypertensive status among patients", Hypertension, Vol. 81, No. 5, 1115-1124, (2024)
  7. J. Trinka, H. Haghbin, H. Shang and M. Maadooliat(@),"Functional time series forecasting: Functional singular spectrum analysis approaches" (package, web tool), Stat, Vol. 12, e621, (2023)
  8. A. Ghorbannia, M. Maadooliat, R.K. Woods, S.H. Audi, B.J. Tefft, C. Chiastra, E.H. Ibrahim and J.F. LaDisa(@), "Aortic remodeling kinetics in response to coarctation-induced mechanical perturbations", Biomedicines, Vol. 11, No. 7, 1817, (2023)
  9. A. Ghorbannia, C.D. Ellepola, R.K. Woods, E.H. Ibrahim, M. Maadooliat, H.M. Ramirez and J. F. LaDisa(@), "Clinical, experimental, and computational validation of a new Doppler-based index for coarctation severity assessment", Journal of the American Society of Echocardiography, Vol. 35, No. 12, 1311-1321, (2022)
  10. H. Haghbin, S. M. Najibi, R. Mahmoudvand, J. Trinka and M. Maadooliat(@), "Functional singular spectrum analysis" (package,web tool), Stat (Special Issue in Statistics and Data Science), Vol. 10, e330, (2021)
  11. A. Nodehi, M. Golalizadeh(@), M. Maadooliat and C. Agostinelli, "Estimation of multivariate wrapped models for data on a p-Torus", Computational Statistics, Vol. 36, 193-215, (2021)
  12. N.K. Bansal(@), M. Maadooliat and S. Mahmoudiandehkordi, "On Bayes Decision Rule for Testing Multiple Hypotheses with Non-symmetric Alternatives", Journal of Statistical Theory and Practice, Vol. 15, 55, (2021)
  13. T. Chen, Y. Sun and M. Maadooliat(@), "Collective spectral density estimation and clustering for spatially-correlated data", Spatial Statistics, Vol. 38, 100451, (2020)
  14. S. Guo, S. Jiang, N. Epperla, Y. Ma, M. Maadooliat, Z. Ye, B. Olson, M. Wang, T. Kitchner, J. Joyce, R. Strenn, J.J. Mazza, J.K. Meece, W. Wu, L. Jin, J.A. Smith, J. Wang and S.J. Schrodi(@), "A Gene-based recessive diplotype exome scan discovers FGF6, a novel hepcidin-regulating iron metabolism Gene", Blood, Vol. 133, No. 17, 1888-1898, (2019)
  15. 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)
  16. 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)
  17. 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)
  18. 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)
  19. 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)
  20. 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)
  21. 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)
  22. 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)
  23. N.K. Bansal, G.G. Hamedani and M. Maadooliat(@), "Testing multiple hypotheses with skewed alternatives", Biometrics, Vol. 72, No. 2, 494-502, (2016)
  24. 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)
  25. 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)
  26. 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)
  27. 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)
  28. 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)
  29. 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)
  30. 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)
  31. 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)
  32. 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)
  33. 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)
  34. 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)

Book Chapter

  1. J. Trinka, H. Haghbin and M. Maadooliat(@), "Multivariate functional Singular Spectrum Analysis: A nonparametric approach for analyzing multivariate functional time series", a book chapter in "Emerging topics in statistics and biostatistics: Innovations in multivariate statistical modeling", Springer, ISSN: 2524-7735, 187-221, (2022)

Monographs