Publications of Haiyan Wang

Peer Reviewed Journal Publications

❑ TaeJoon Kim and Haiyan Wang. Global dense vector representations for words using shared parameter alternating Tweedie model. Mathematics 2025, 13(4), 612; https://doi.org/10.3390/math13040612 

WordPiece token embeddings from the SA-Tweedie model

❑ Taejoon Kim and Haiyan Wang. 2024. Matrix Factorization and Prediction for High-Dimensional Co-Occurrence Count Data via Shared Parameter Alternating Zero Inflated Gamma Model. Mathematics 12, no. 21: 3365. https://doi.org/10.3390/math12213365

❑ Vu HS, Shiva S, Samarakoon T, Li M, Sarowar S, Roth MR, Tamura P, Honey S, Lowe K, Porras H, Prakash N, Roach CA, Stuke M, Wang X, Shah J, Gadbury G, Wang H, Welti R. Specific Changes in Arabidopsis thaliana Rosette Lipids during Freezing Can Be Associated with Freezing Tolerance. Metabolites. 2022 Apr 23;12(5):385. doi: 10.3390/metabo12050385. PMID: 35629889; PMCID:

PMC9145600.

❑ Mohammed M. Gharaibeh∗ & Haiyan Wang (2022) A new nonparametric lack-of-fit test of non-linear regression in presence of heteroscedastic variances, Communications in Statistics - Theory and Methods, https://doi.org/10.1080/03610926.2022.2051051   Article 

❑ Mohammad O. Sahtout∗ , Haiyan Wang † , and Santosh Ghimire ∗ (2022) Effect of different thresholding methods on performance of nearest shrunken centroid algorithm. Communications in

Statistics - Simulation and Computation, https://doi.org/10.1080/03610918.2022.2047201  Article

❑ Mohammed Gharaibeh∗, Mohammad Sahtout∗, Haiyan Wang, Suojin Wang. A nonparametric lack-of-fit test of constant regression in presence of heteroscedastic variances. Symmetry 2021, 13(7), 1264; https://doi.org/10.3390/sym13071264

❑ Huaiyu Zhang∗ and Haiyan Wang* (2021). A more powerful test of equality of high-dimensional two-sample means. To appear in Computational Statistics and Data Analysis. https://doi.org/10.1016/j.csda.2021.107318  Article    Supplementary materials

❑ Huaiyu Zhang∗ and Haiyan Wang (2021) Transformation tests and their asymptotic power in two-sample comparisons. Journal of Nonparametric Statistics. Volume 33, 2021 - Issue 3-4.  https://doi.org/10.1080/10485252.2021.1982938  Article

❑ Dunfu Yang∗, Gyuhyeong Goh† and Haiyan Wang (2020) A fully Bayesian approach to sparse reduced-rank multivariate regression. Statistical Modelling. First published online on Sep 25, 2020. https://doi.org/10.1177/1471082X20948697  Article

❑ Sunitha Shiva*, Thilani Samarakoon,Kaleb A. Lowe,Charles Roach,Hieu Sy Vu,Madeline Colter, Hollie Porras, Caroline Hwang, Mary R. Roth,Pamela Tamura, Maoyin Li, Kathrin Schrick, Jyoti Shah, Xuemin Wang, Haiyan Wang and Ruth Welti* (2020) Leaf Lipid Alterations in Response to Heat Stress of Arabidopsis thaliana. Plants 9(7), 845; https://doi.org/10.3390/plants9070845    Article

❑ Luann C Jung∗, Haiyan Wang†, Xukun Li∗, and Cen Wu (2020) A machine learning method for selection of genetic variants and prediction of type 2 diabetes mellitus using next-generation sequencing data. Statistical Analysis and Data Mining. 13(3): 261-281. https://doi.org/10.1002/sam.11456  Article

❑ Jun Zheng, Erliang Zeng, Yicong Du, Cheng He, Ying Hu, Zhenzhen Jiao, Kai Wang, Wenxue Li, Maria Ludens, Junjie Fu, Haiyan Wang, Frank F. White, Guoying Wang† and Sanzhen Liu† (2019) Temporal Small RNA Expression Profiling under Drought Reveals a Potential Regulatory Role of Small Nucleolar RNAs in the Drought Responses of Maize. Plant Genome. Mar;12(1). doi:10.3835/plantgenome2018.08.0058.    

❑ Ying Hu, Jie Ren, Zhao Peng, Arnoldo Alvarez Umana, Ha Le, Tatiana Danilova, Junjie Fu, Haiyan Wang, Alison Robertson, Scot Hulbert, Frank White, Sanzhen Liu (2018) Analysis of Extreme Phenotype Bulk Copy Number Variation (XP-CNV) Identified the Association of rp1 with Resistance to Goss’s Wilt of Maize. Frontiers in Plant Science. 9: 110. https://doi.org/10.3389/fpls.2018.00110.

❑ Haiyan Wang, Bo Tong∗, Huaiyu Zhang∗, and Xukun Li∗ (2017). New two-sample tests for skewed populations and their connection to theoretical power of bootstrap-t test. Test, 26(3):661- 683. Article

❑ Ming-Shun Chen†, Sanzhen Liu, Haiyan Wang, Xiaoyan Cheng, Mustapha El Bouhssini, R. Jeff Whitworth (2016) Genes Expressed Differentially in Hessian Fly Larvae Feeding in Resistant and Susceptible Plants. International Journal of Molecular Sciences, 17, 1324; http://www.mdpi.com/1422-0067/17/8/1324

❑ Chen M-S, Liu S, Wang H, Cheng X, El Bouhssini M, Whitworth RJ (2016) Massive shift in gene expression during transitions between developmental stages of the Gall Midge, Mayetiola Destructor. PLoS ONE, 11(5): e0155616. http://dx.doi.org/10.1371/journal.pone.0155616

❑ Yuan Chen, Wei Zhou, Haiyan Wang, Lanzhi Li, Lifeng Wang, Zheming Yuan† (2015) Prediction of O-glycosylation sites based on Multi-Scale Composition of Amino Acids and Feature selection. Medical & Biological Engineering & Computing, Jun;53(6):535-44. https://dx.doi.org/10.1007/s11517-015-1268-9  Article

❑ Lei Jin, Suojin Wang†, and Haiyan Wang (2015). A new nonparametric stationarity test of time series in time domain. Journal of the Royal Statistical Society: Series B (Statistical Methodology). 77(5):893-922. https://doi.org/10.1111/rssb.12091     Article

❑ Zacharakis, J., Wang, H., Patterson, M.B., & Anderson, L. (2015). Using modern statistical methods to analyze demographics of Kansas ABE/GED students who transition to community or technical college programs. Journal of Research and Practice for Adult Literacy, Secondary, and Basic Education. 4(3): 5-21. https://eric.ed.gov/?id=EJ1083418      Article

❑ Ming-Shun Chen†, Shanda Wheeler, Haiyan Wang, R. Jeffrey Whitworth (2014). Impact of Temperatures on Hessian Fly (Diptera: Cecidomyiidae) Resistance in Selected Wheat Cultivars (Poales: Poaceae) in the Great Plains Region. Journal of Economic Entomology, 107(3):1266-1273. http://www.bioone.org/doi/full/10.1603/EC13357     Article

❑ Zhijun Dai∗, Lifeng Wang∗, Yuan Chen, Haiyan Wang, Lianyang Bai, and Zheming Yuan† (2014) A pipeline for improved QSAR Analysis of Peptides: physiochemical property parameter selection via BMSF, near-neighbor sample selection via semivariogram, and weighted SVR regression and prediction. Amino acids. 46(4):1105-19. https://link.springer.com/article/10.1007/s00726-014-1667-5 

Article 

❑ Sandra Garcs-Carrera, Allen Knutson, Haiyan Wang, Kristopher L. Giles, Fangneng Huang, R. Jeffrey Whitworth, C. Michael Smith, and Ming-Shun Chen† (2014) Virulence and Biotype Analyses of Hessian Fly (Diptera: Cecidomyiidae) Populations From Texas, Louisiana, and Oklahoma. Journal of Economic Entomology, 107(1):417-423. http://dx.doi.org/10.1603/EC13372  Article

❑ Chitvan Khajuria, Haiyan Wang, Xuming Liu, Shanda Wheeler, John C Reese, Mustapha El Bouhssini, R J Whitworth and Ming-Shun Chen† (2013). Mobilization of lipids and fortification of cell wall and cuticle are important in host defense against Hessian fly. BMC Genomics. 14:423. http://www.biomedcentral.com/1471-2164/14/423

❑ Yuangui Xie∗, Hongyan Zhang∗, Haiyan Wang, Lifeng Wang∗ and Zheming Yuan† (2013). Prediction of Multidimensional Time Series Based on GS-RSR-SVR and Its Application in Agricultural Economy. Bulgarian Journal of Agricultural Science. 19: 1327-1336. http://www.agrojournal.org/19/06-24.html      Article

❑ Sharad Silwal∗, and Haiyan Wang†, Diego Maldonado (2013). Assessment of random noise contamination in digital images via testing on wavelet coefficients. Statistics and Its Interface. 6:117135. DOI: http://dx.doi.org/10.4310/SII.2013.v6.n1.a11    Article

❑ Haiyan Wang, Hongyan Zhang∗, Zhijun Dai∗, Ming-shun Chen, and Zheming Yuan (2013). TSG: A New Algorithm for Binary and Multi-class Cancer Classification and Informative Genes Selection . BMC Medical Genomics. 6(Suppl 1):S3. http://bmcmedgenomics.biomedcentral.      Article

❑ Hongyan Zhang∗, Haiyan Wang†, Zhijun Dai∗, Ming-shun Chen, and Zheming Yuan† (2012). Improving Accuracy for Cancer Classification with a New Algorithm for Genes Selection. BMC Bioinformatics, 13:298.  http://bmcbioinformatics.biomedcentral.com/articles/10.1186/1471-2105-13-298      

❑ Zenglei Wang, Daniel Parker, Hao Meng, Lanou Wu, Jia Li, Zhen Zhao, Rongping Zhang, Miao Miao, Qi Fan, Haiyan Wang, Liwang Cui† and Zhaoqing Yang†, (2012). In Vitro Sensitivity of Plasmodium falciparum from China-Myanmar Border Area to Major ACT Drugs and Polymorphisms in Potential Target Genes. PLoS ONE 7(5): e30927. http://doi.org/10.1371/journal.pone.0030927    Article

❑ Lieceng Zhu, Xuming Liu, Haiyan Wang, Chitvan Khajuria, John C. Reese, R. Jeff Whitworth, Ruth Welti, and Ming-Shun Chen† (2012). Rapid Mobilization of Membrane Lipids in Wheat Leaf-Sheaths during Incompatible Interactions with Hessian Fly. Molecular Plant-Microbe Interactions. 25(7):920-30. http://dx.doi.org/10.1094/MPMI-01-12-0022-R

❑ Long Cui, Zenglei Wang, Hongying Jiang, Haiyan Wang, Xin-zhuan Su, and Liwang Cui†. (2012) Lack of Association of the S769N Mutation in Plasmodium falciparum SERCA (PfATP6) with Resistance to Artemisinins. Antimicrobial Agents and Chemotherapy. 56(5):2546-52. http://www.ncbi.nlm.nih.gov/pubmed/22354307   Article

❑ Wei Zhou†, Zhijun Dai∗, Yuan Chen, Haiyan Wang, Zheming Yuan (2012). High dimensional descriptor selection and computational QSAR modeling for antitumor activity of ARC-111 analogues based on SVR. International Journal of Molecular Sciences, 13, 1161-1172; http://www.mdpi.com/1422-0067/13/1/1161      Article

❑ Santosh Ghimire∗ and Haiyan Wang† (2012). Classification of Image Pixels based on Minimum Distance and Hypothesis Testing. Computational Statistics and Data Analysis, 56, 2273-2287. http://www.sciencedirect.com/science/article/pii/S0167947312000072

Article

❑ Gang Qian∗, Haiyan Wang, and Zheming Yuan† (2012). Using homology information from PDB to improve the accuracy of protein β-turn prediction by NetTurnP Progress in Biochemistry and Biophysics. 39(5): 472-482.  http://www.pibb.ac.cn/pibbcn/ch/reader/create_pdf.aspx?file_no=20110370      Article

❑ JinLiang Li∗, LiFeng Wang∗, Haiyan Wang, LianYang Bai∗, Zheming Yuan† (2012) High-Accuracy Splice Sites Prediction Based on Sequence Component and Position Features. Genetics and Molecular Research. 11 (3): 3432-3451. http://dx.doi.org/10.4238/2012.September.25.12      Article

❑ Ke Zhang∗, Haiyan Wang†, Arne C. Bathke, Solomon Harrar, Hans-Peter Piepho, Youping Deng (2011). Gene set analysis for longitudinal gene expression data. BMC Bioinformatics. 12:273. http://www.biomedcentral.com/1471-2105/12/273   

❑ Haiyan Wang†, Diego Maldonado, and Sharad Silwal∗ (2011). A Nonparametric-Test-Based Structural Similarity Measure for Digital Images. Computational Statistics and Data Analysis. 55: 2925-2936. http://dx.doi.org/10.1016/j.csda.2011.04.021    Article

❑ Haiyan Wang† and Michael Akritas (2011). Asymptotically Distribution Free Tests in Heteroscedastic Unbalanced High Dimensional ANOVA. Statistica Sinica. 21(3), 1341-1377. http://www3.stat.sinica.edu.tw/sstest/oldpdf/A21n315.pdf        Article

❑ Haiyan Wang† and Michael Akritas (2010a). Rank test for heteroscedastic functional data. Journal of Multivariate Analysis. 101: 1791-1805. http://dx.doi.org/10.1016/j.jmva.2010.03.012     Article

❑ Ke Zhang∗ and Haiyan Wang† (2010). Nonparametric tests for longitudinal DNA copy number data. Statistics and Its Interface. 3(2), 211-222. http://dx.doi.org/10.4310/SII.2010.v3.n2.a8    Article

❑ Arne C. Bathke†, Solomon W. Harrar, Haiyan Wang, Ke Zhang∗, and Hans-Peter Piepho (2010). Series of Randomized Complete Block Experiments with Non-normal Data. Computational Statistics and Data Analysis. 54(7), 1840-1857. http://dx.doi.org/10.1016/j.csda.2010.02.007   Article

❑ Haiyan Wang†, Siti Tolos∗, and Suojin Wang (2010). A Distribution Free Nonparametric Test to Detect Dependence Between a Response Variable and Covariate in Presence of Heteroscedastic Treatment Effects. The Canadian Journal of Statistics. 38(3), 408433. https://doi.org/10.1002/cjs.10068      Article

❑ Haiyan Wang†, James Higgins, and Dale Blasi (2010). Distribution-Free Tests For No Effect Of Treatment In Heteroscedastic Functional Data Under Both Weak And Long Range Dependence. Statistics and Probability Letters. 80: 390-402. http://dx.doi.org/10.1016/j.spl.2009.11.016      Article

❑ Haiyan Wang† and Michael Akritas (2010b). Inference from heteroscedastic functional data, Journal of Nonparametric Statistics. 22:2, 149-168. http://dx.doi.org/10.1080/10485250903171621        Article

❑ Liu, X., Williams, C.E., Nemacheck, J.A., Wang, H., Subramanyam, S., Zheng, C. and Chen, M.† (2010), Reactive Oxygen Species Is Involved in Plant Defense against a Gall Midge. Plant Physiology. 152: 985-999. https://doi.org/10.1104/pp.109.150656 

❑ Miao, J., Fan, Q., Cui, L., Li, X., Wang, H., Ning, G., Reese, J.C., Cui, L.† (2010) The MYST family histone acetyltransferase regulates gene expression and cell cycle in malaria parasite Plasmodium falciparum. Molecular Microbiology 78(4): 883902. https://dx.doi.org/10.1111/j.1365-2958.2010.07371.x              Article

❑ Zhang, S., Shukle, R., Mittapalli, O., Zhu, Y.C., Reese, J.C., Wang, H., Hua B., and Chen M.† (2010). The gut transcriptome of a gall midge, Mayetiola destructor. Journal of Insect Physiology. Volume 56, Issue 9, September 2010, Pages 1198-1206. https://doi.org/10.1016/j.jinsphys.2010.03.021     Article

❑ Weixing Song†, Haiyan Wang and Weixin Yao (2009). On the Adaptive Robust Modal Local Polynomial Regression, International Journal of Statistical Sciences. 9: 217-231.       Article

❑ Haiyan Wang† and Michael Akritas (2009). Rank Tests in Heteroscedastic Multi-Way HANOVA, Journal of Nonparametric Statistics. 21(6): 663-681. http://dx.doi.org/10.1080/10485250902971757     Article

❑ George von Borries∗, and Haiyan Wang† (2009). Partition clustering of high dimensional low sample size data based on p-values, Computational Statistics and Data Analysis. 53: 3987-3998. http://dx.doi.org/10.1016/j.csda.2009.06.012      Article

❑ Chen M.S.†, Echegaray E., Whitworth, R.J., Wang H., Sloderbeck, P.E., Knutson, A., Giles K.L. and Royer T.A. (2009). Virulence analysis of Hessian fly (Mayetiola destructor) populations from Texas, Oklahoma, and Kansas, Journal of Economic Entomology. 102(2): 774-780. http://dx.doi.org/10.1603/029.102.0239      Article

❑ Chen, M.S.†, Liu X.M., Wang H., and El Bouhssini M. (2009). Hessian fly (Mayetiola destructor) interactions with barley, rice, and wheat seedlings, Journal of Economic Entomology. 102(4): 1663-1672. http://dx.doi.org/10.1603/029.102.0434     

❑ Haiyan Wang†, James W. Neill, and Forrest R. Miller (2008). Nonparametric Clustering of Functional Data, Statistics and Its Interface. 1: 47-62. http://intlpress.com/site/pub/files/_fulltext/journals/sii/2008/0001/0001/SII-2008-0001-0001-a005.pdf     Article

❑ Haiyan Wang† and Michael Akritas (2004). Rank Tests for ANOVA with Large Number of Factor Levels, Journal of Nonparametric Statistics, 16(3-4): 563-589. http://dx.doi.org/10.1080/10485250310001624774       Article

❑ Peide Shi†, Haiyan Wang∗ and Zhongguo Zheng (2001). Semiparametric model selection in large samples, J. Syst. Sci. Complex. 14(4): 378-387. https://www.researchgate.net/publication/267135544_Semiparametric_model_selection_in_large_samples

Article

❑ Peide Shi†, Haiyan Wang∗, Lihua Zhang∗ (2000). Asymptotic theory of nonparametric regression estimates with censored data, Science in China (Mathematics). 43(6): 574-580. http://link.springer.com/article/10.1007/BF02908768       Article

Peer Reviewed Conference Publication

❑ Zacharakis, J. & Wang, H. (2014, April 5). A pilot study of adult literacy student pathways between secondary and postsecondary education. American Educational Research Association Annual Conference, Philadelphia, PA.     Article

Other Publications

❑ Wang, H.† (2016) Book review for “Categorical and Nonparametric Data Analysis: Choosing the Best Statistical Technique”. The American Statistician. 70(2): 221-223. http://dx.doi.org/10.1080/00031305.2016.1185863

❑ Wang, H.† (2006) Book review for “Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models Edited by Faraway J. J.,” Biometrics, Volume 62, Number 4, December 2006, pp. 1278-1278(1)