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University Degrees
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Research Interest
- Bioinformatics
- Machine Learning
- Proteomics
- Functional Data Analysis and Skewed Distributions
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Recent Publications
- 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)
- 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)
- 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)
- 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)
- 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)
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Monographs
- G. G. Hamedani, M.
Maadooliat, "Characterizations of recently introduced univariate continuous distributions",
Nova, ISBN: 978-1-53612-261-9, (2017)
- G. G. Hamedani, M.
Maadooliat, "Sub-Independence: A useful concept",
Nova, ISBN: 978-1-63463-476-2, (2015)
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Honors and Awards
- Way Klingler Young Scholar Award (2016):
supports promising young scholars in critical stages of their careers following their third-year review.
The award is intended to fund $2,000 in operating cost and to cover a portion of salary to afford the recipient a one-semester release
from teaching.
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