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Model and variable selection using machine learning methods with applications to childhood stunting in Bangladesh.
Inform Health Soc Care. 2021 Dec 2;46(4):425-442. doi: 10.1080/17538157.2021.1904938. Epub 2021 Apr 14.
Inform Health Soc Care. 2021.
PMID: 33851897
Weighted Bayesian Poisson Regression for The Number of Children Ever Born per Woman in Bangladesh.
Tomal JH, Khan JR, Wahed AS.
Tomal JH, et al.
J Stat Theory Appl. 2022;21(3):79-105. doi: 10.1007/s44199-022-00044-2. Epub 2022 Jun 14.
J Stat Theory Appl. 2022.
PMID: 35996625
Free PMC article.
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A Novel Algorithm for Feature Selection Using Penalized Regression with Applications to Single-Cell RNA Sequencing Data.
Sen Puliparambil B, Tomal JH, Yan Y.
Sen Puliparambil B, et al. Among authors: tomal jh.
Biology (Basel). 2022 Oct 12;11(10):1495. doi: 10.3390/biology11101495.
Biology (Basel). 2022.
PMID: 36290397
Free PMC article.
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Ecological models for estimating breakpoints and prediction intervals.
Tomal JH, Ciborowski JJH.
Tomal JH, et al.
Ecol Evol. 2020 Nov 16;10(23):13500-13517. doi: 10.1002/ece3.6955. eCollection 2020 Dec.
Ecol Evol. 2020.
PMID: 33304555
Free PMC article.
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A Bayesian piecewise linear model for the detection of breakpoints in housing prices.
Tomal JH, Rahman H.
Tomal JH, et al.
Metron. 2021;79(3):361-381. doi: 10.1007/s40300-021-00223-8. Epub 2021 Oct 19.
Metron. 2021.
PMID: 34690366
Free PMC article.
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The Impact of COVID-19 on Students' Marks: A Bayesian Hierarchical Modeling Approach.
Tomal J, Rahmati S, Boroushaki S, Jin L, Ahmed E.
Tomal J, et al.
Metron. 2021;79(1):57-91. doi: 10.1007/s40300-021-00200-1. Epub 2021 Feb 17.
Metron. 2021.
PMID: 33612860
Free PMC article.
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EPX: An R package for the ensemble of subsets of variables for highly unbalanced binary classification.
Hsu GG, Tomal JH, Welch WJ.
Hsu GG, et al. Among authors: tomal jh.
Comput Biol Med. 2021 Sep;136:104760. doi: 10.1016/j.compbiomed.2021.104760. Epub 2021 Aug 13.
Comput Biol Med. 2021.
PMID: 34416572
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Exploiting Multiple Descriptor Sets in QSAR Studies.
Tomal JH, Welch WJ, Zamar RH.
Tomal JH, et al.
J Chem Inf Model. 2016 Mar 28;56(3):501-9. doi: 10.1021/acs.jcim.5b00663. Epub 2016 Mar 10.
J Chem Inf Model. 2016.
PMID: 26906936
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