Welcome to the research of Haiyan Wang

       To have an overall look at my research, please read my  

Curriculum Vitae    or   Research Statement   

You can also get a more concise summary of my research from my

      Statement of Candidate.

      Peer Reviewed Journal Publications on Theory or Computational Methods

Student authors are labeled with *  and the corresponding author is labeled with †.

1.      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. doi: 10.1007/s11517-015-1268-9.        Pdf file

2.      Lei Jin, Suojin Wang†, and Haiyan Wang (2014). A new nonparametric stationarity test of time series in time domain. Journal of the Royal Statistical Society: Series B (Statistical Methodology). doi: 10.1111/rssb.12091        Pdf file

3.      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 acid. 46(4):1105-19. doi: 10.1007/s00726-014-1667-5.           Pdf file

4.      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         Pdf file

5.      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             Pdf file

6.      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. doi:10.1186/1755-8794-6-S1-S3             Pdf file

7.      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. doi:10.1186/1471-2105-13-298                Pdf file

8.      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; doi:10.3390/ijms13011161      Pdf file

9.       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    Pdf file 

10.  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         Pdf file

11.  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             Pdf file

12.  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. Highly Accessed. http://www.biomedcentral.com/1471-2105/12/273              Pdf file

13.  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. doi:10.1016/j.csda.2011.04.021               Pdf file

14.  Haiyan Wang† and Michael Akritas (2011). Asymptotically Distribution Free Tests in Heteroscedastic Unbalanced High Dimensional ANOVA. Statistica Sinica. 21(3), 1341-1377.             Pdf file

15.  Haiyan Wang† and Michael Akritas (2010a). Rank test for heteroscedastic functional data. Journal of Multivariate Analysis. 101: 1791-1805.           Pdf file

16.  Ke Zhang  and Haiyan Wang†  (2010). Nonparametric tests for longitudinal DNA copy number data. Statistics and Its Interface. 3(2), 211-222.              Pdf file

17.  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.            Pdf file

18.  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.            Pdf file

19.  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. Doi:10.1016/j.spl.2009.11.016           Pdf file

20.  Haiyan Wang† and Michael Akritas (2010b). Inference from heteroscedastic functional data, Journal of Nonparametric Statistics. 22:2, 149-168. DOI: 10.1080/10485250903171621           Pdf file

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

22.  Haiyan Wang† and Michael Akritas (2009). Rank Tests in Heteroscedastic Multi-Way HANOVA, Journal of Nonparametric Statistics. 21(6): 663-681.           Pdf file

23.  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.            Pdf file

24.  Haiyan Wang†, James W. Neill, and Forrest R. Miller (2008). Nonparametric Clustering of Functional Data, Statistics and Its Interface. 1: 47-62.            Pdf file

25.  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.            Pdf file

26.  Peide Shi†, Haiyan Wang and Zhongguo Zheng (2001). Semiparametric model selection in large samples, J. Syst. Sci. Complex. 14(4): 378-387.           Pdf file

27.  Peide Shi†, Haiyan Wang, Lihua Zhang (2000). Asymptotic theory of nonparametric regression estimates with censored data, Science in China (Mathematics). 43(6): 574-580.            Pdf file


      Peer reviewed Journal Publications on Application or Collaborative Research

28.  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             Pdf file

29.  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.            Pdf file

30.  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              Pdf file

31.  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. doi:10.1371/journal.pone.0030927             Pdf file

32.  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. doi: 10.1094/MPMI-01-12-0022-R.              Pdf file

33.  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            Pdf file

34.  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.            Pdf file

35.  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.            Pdf file

36.  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.            Pdf file

37.  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.            Pdf file

38.  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.            Pdf file

39.  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. 62(4): 1278.            


Manuscripts under Review/Revision

40.  Mohammed Gharaibeh, Mohammad Sahtout, Haiyan Wang† (2015). A nonparametric lack-of-fit test of constant regression in presence of heteroscedastic variances.

41.  Zhijun Dai, Haiyan Wang, Lianyang Bai, and Zheming Yuan† (2015) A New Feature Selection Algorithm and Immediate Inference Machine for Cancer Classification Based on Variance Analysis. In review by Bioinformatics.

42.  Mohammed Gharaibeh and Haiyan Wang† (2015). A nonparametric lack-of-t test of nonlinear regression in presence of heteroscedastic variances.

43.  Jeff Zacharakis, Haiyan Wang, Lori Andersen, Margaret Patterson (2014). Using modern statistical methods to analyze demographics of Kansas ABE/GED students who transition to community or technical college programs.

Manuscripts in Progress

44.   Dayou Jiang and Haiyan Wang† (2014) A BMSF Algorithm for Genome-Wide Association Study.

45.   Girly M. Ramirez and Haiyan Wang† (2014) Variable selection in sparse ultra-high dimensional additive models.

46.   Girly M. Ramirez and Haiyan Wang† (2014) Feature selection in ultra-high dimensional additive logistic models.

47.   Wang H.†, Zhang, K., Carroll R.J. and Suojin Wang (2010). Distribution-Free tests for unbalanced heteroscedastic longitudinal data in high dimensional ANOVA setting.

48.   Tolos, S., Wang, H.†, Wang, S. and Brown, S. (2011). A distribution-free test of no main nonparametric covariate effect and no treatment and covariate interaction.

49.   Lee, G. and Wang, H.† (2011) Hypothesis Testing in Correlated High Dimensional Matrix Data with Limited Replications.