{"id":363,"date":"2020-07-09T16:51:59","date_gmt":"2020-07-09T16:51:59","guid":{"rendered":"http:\/\/sites.rutgers.edu\/sijian-wang\/?page_id=363"},"modified":"2023-09-23T14:49:20","modified_gmt":"2023-09-23T14:49:20","slug":"publications","status":"publish","type":"page","link":"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/","title":{"rendered":"Research"},"content":{"rendered":"<h2>Research Interests<\/h2>\n<ul>\n<li>High-dimensional data analysis and big data analytics<\/li>\n<li>Statistical learning and machine learning<\/li>\n<li>Proteomics, bioinformatics, statistical genomics and precision medicine<\/li>\n<li>Survival analysis and longitudinal data analysis<\/li>\n<li>Statistical modeling and statistical practice<\/li>\n<\/ul>\n<h2><\/h2>\n<h2>Publications<\/h2>\n<p>The names with underscore indicate student collaborators.<\/p>\n<ol>\n<li><strong>Wang, S. <\/strong>and Zhu, J. (2007) <a href=\"https:\/\/www.dropbox.com\/s\/bhmip7l6ksconja\/01.pdf?dl=0\">Improved centroids estimation for the nearest shrunken centroid classifier.<\/a> <em>Bioinformatics<\/em>, 23, 972-979.<\/li>\n<li><strong>Wang, S. <\/strong>and Zhu, J. (2008) <a href=\"https:\/\/www.dropbox.com\/s\/w9506uub4h9jbx1\/02.pdf?dl=0\">Variable selection for model-based high-dimensional clustering and its application to microarray data.<\/a> <em>Biometrics<\/em>, 64, 440-448.<\/li>\n<li><strong>Wang, S., <\/strong>Nan, B., Zhu, J. and Beer, D.G. (2008) <a href=\"https:\/\/www.dropbox.com\/s\/sswf7bqnen7cn7u\/03.pdf?dl=0\">Doubly penalized Buckley- James method for survival data with high-dimensional covariates.<\/a> <em>Biometrics<\/em>, 64, 132-140.<\/li>\n<li>Clark, N.M., Gong, M.Z., <strong>Wang, S.<\/strong>, Lin, X., Bria, W.F. and Johnson, T.R. (2007) <a href=\"https:\/\/www.dropbox.com\/s\/j7u5c97g2kwt70u\/04.pdf?dl=0\">A Randomized Trial of a Self-Regulation Intervention for Women With Asthma.<\/a> <em>Chest<\/em>, 132, 88-97.<\/li>\n<li>Adler, J., Raju, S., Beveridge, A.S., <strong>Wang, S.<\/strong>, Zhu, J. and Zimmermann, E.M. (2008) <a href=\"https:\/\/www.dropbox.com\/s\/4p6uvkib2pj1seu\/05.pdf?dl=0\">College adjustment in University of Michigan students with Crohn\u2019s and colitis.<\/a> <em>Inflammatory Bowel Disease<\/em>, 14, 1281-1286.<\/li>\n<li>Joyce, J.C., Waljee, A.K., Khan, T., Wren, P.A., Dave, M., Zimmermann, E.M., <strong>Wang, S., <\/strong>Zhu, J. and Higgins, P.D.R. (2008) <a href=\"https:\/\/www.dropbox.com\/s\/14z5736m1y3lzzd\/06.pdf?dl=0\">Identification of symptom domains in ulcerative colitis that occur frequently during flares and are responsive to changes in disease activity<\/a><em>. Health and Quality of Life Outcomes<\/em>, 6, 69-80.<\/li>\n<li><strong>Wang, S.<\/strong>, Zhou, N., Nan, N. and Zhu, J. (2009). <a href=\"https:\/\/www.dropbox.com\/s\/74vjtkly2d122um\/07.pdf?dl=0\">Hierarchically penalized Cox model for survival data with grouped variables and its oracle property.<\/a> <em>Biometrika<\/em>, 96, 307-322.<\/li>\n<li>Valerio, M.A., Gong, M.Z., <strong>Wang, S.<\/strong>, Bria, W.F., Johnson, T.R. and Clark, N.M. (2009). <a href=\"https:\/\/www.dropbox.com\/s\/z0v0zpegxq5b8te\/08.pdf?dl=0\">Overweight Women and Management Of Asthma.<\/a> <em>Women\u2019s Health Issues<\/em>, 19, 300-305.<\/li>\n<li>Kuan, P., <strong>Wang, S.<\/strong>, Zhou, X. and Chu, H. (2010) <a href=\"https:\/\/www.dropbox.com\/s\/2rgqwb9trxgjrxk\/09.pdf?dl=0\">A statistical framework for Illumina DNA methylation arrays.<\/a> <em>Bioinformatics<\/em>, 26, 2849-2855.<\/li>\n<li>Waljee, A.K., Joyce, J.C., <strong>Wang, S.<\/strong>, Saxena, A., Hart, M., Zhu, J. and Higgins, D.R.P. (2010) <a href=\"https:\/\/www.dropbox.com\/s\/6xbkw5y5xxm9ous\/10.pdf?dl=0\">Algorithms Outperform Metabolite Tests in Predicting Response of Patients With Inflammatory Bowel Disease to Thiopurines.<\/a> <em>Clinical Gastroenterology and Hepatology<\/em>, 8, 143-150.<\/li>\n<li>Clark, N.M., Gong, Z.M., <strong>Wang, S.<\/strong>, Valerio, M.A., Bria, W.F., Johnson, T.R. (2010) <a href=\"https:\/\/www.dropbox.com\/s\/x8szkev6f8xoe5c\/11.pdf?dl=0\">From the female perspective: Long term effects on quality of life of a program for women with asthma<\/a>. <em>Gender Medicine<\/em>, 7, 125-136.<\/li>\n<li>Chamberlain, CS, Leiferman, EM, Frisch, KE, <strong>Wang, S.<\/strong>, Yang, X., Brickson, SL and Vanderby, R. (2010) <a href=\"https:\/\/www.dropbox.com\/s\/cykofxaw1v6ot4w\/12.pdf?dl=0\">The Influence of Macrophage Depletion on Ligament Healing.<\/a> <em>Connective Tissue Research<\/em>, 52, 203-211.<\/li>\n<li>Oczko-Walker, M., Manousakis, G., <strong>Wang, S.<\/strong>, Malter, JS and Waclawik AJ (2010) <a href=\"https:\/\/www.dropbox.com\/s\/1ghyovmz5c5rfry\/13.pdf?dl=0\">Plasma exchange after initial IVIG treatment in Guillain-Barre syndrome: critical reassessment of effectiveness and cost-efficiency.<\/a> <em>Journal of Clinical Neuromuscular Disease<\/em>, 12, 55-61.<\/li>\n<li><strong>Wang, S.<\/strong>, Nan, B., Rosset, S. and Zhu, J. (2011) <a href=\"https:\/\/www.dropbox.com\/s\/5m3zaah4zwgj36s\/14.pdf?dl=0\">Random Lasso.<\/a> <em>Annals of Applied Statistics<\/em>, 5, 468-485.<\/li>\n<li>Shao, J., Wang, Y., Deng, X. and <strong>Wang, S. <\/strong>(2011) <a href=\"https:\/\/www.dropbox.com\/s\/48ueitu1qvkz2tk\/15.pdf?dl=0\">Sparse Linear Discriminant Analysis With High Dimensional Data.<\/a> <em>Annals of Statistics<\/em>, 39, 1241-1265.<\/li>\n<li>Chamberlain, CS, Leiferman, EM, Frisch, KE, <span style=\"text-decoration: underline\">Yang, X.<\/span>, <strong>Wang, S. <\/strong>and Vanderby, R. (2011) <a href=\"https:\/\/www.dropbox.com\/s\/31ow1ocbqu1h1he\/16.pdf?dl=0\">The Influence of Interleukin-4 on Ligament Healing<\/a>. <em>Wound Repair and Regeneration<\/em>, 19, 426-435.<\/li>\n<li>Zhang, J., Guy, J. M., Norman, H. A., Chen, Y., Dong, X., <strong>Wang, S.<\/strong>, Kohmoto, T.;Young, K. H.; Moss, R. L.; Ge, Y. (2011) <a href=\"https:\/\/www.dropbox.com\/s\/2n3bk21f87ltxg3\/17.pdf?dl=0\">Top-Down quantitative proteomics identified phosphorylation of cardiac troponin I as a candidate biomarker for chronic heart failure<\/a>. <em>Journal of Proteome Research<\/em>, 10, 4054-4065.<\/li>\n<li><span style=\"text-decoration: underline\">Li, Z.<\/span>, <strong>Wang, S. <\/strong>and Lin, X. (2012) <a href=\"https:\/\/www.dropbox.com\/s\/49vdoxfcxdonkvd\/18.pdf?dl=0\">Variable Selection and Estimation in high- dimensional classification With the Seamless-L0 Penalty<\/a>. <em>Canadian Journal of Statistics<\/em>, 40 (4): 745-769.<\/li>\n<li>Wu, T. and <strong>Wang, S. <\/strong>(2013) <a href=\"https:\/\/www.dropbox.com\/s\/6sucie2bxniu9zl\/19.pdf?dl=0\">Doubly Regularized Cox Regression for High-dimensional Survival Data with Group Structures<\/a>. <em>Statistics and Its Interface<\/em>, 6: 175\u2013186.<\/li>\n<li><span style=\"text-decoration: underline\">Lin, Y.<\/span>, <strong>Wang, S. <\/strong>and Chappell, R. (2013) <a href=\"https:\/\/www.dropbox.com\/s\/evkp4e5hllpudv4\/20.pdf?dl=0\">Lasso Tree for Cancer Stage Grouping with Survival Data<\/a>. <em>Biostatistics<\/em>, 14 (2): 327-339.<\/li>\n<li>Shen, R.*, <strong>Wang, S.<\/strong>* and Mo, Q. (2013) <a href=\"https:\/\/www.dropbox.com\/s\/o5hrp2t9o4p7s36\/21.pdf?dl=0\">Sparse Integrative Clustering of Multiple Omics Data Sets<\/a>. <em>Annals of Applied Statistics<\/em>, 7(1), 269-294. (*: equally contributed)<\/li>\n<li><span style=\"text-decoration: underline\">Eng, H.K.<\/span>, <strong>Wang, S.<\/strong>, Bradley, W.H., Rader, J.S. and Kendziorski, C. (2013) <a href=\"https:\/\/www.dropbox.com\/s\/7ywav7bpeivzgyt\/22.pdf?dl=0\">Pathway-Index Models for Construction of Patient-Specific Risk Profiles<\/a>. <em>Statistics in Medicine<\/em>, 32(9): 1524-1535.<\/li>\n<li>Mo, Q., <strong>Wang, S., <\/strong>Sehsan, V., Olshen, A.B., Schultz, N., Sander, C., Powers, S., Ladanyi, M. and Shen, R. (2013) <a href=\"https:\/\/www.dropbox.com\/s\/xxma2zskbrrcb27\/23.pdf?dl=0\">Novel Pattern Discovery and Cancer Gene Identification in Integrated Cancer Genomic Data<\/a>. <em>Proceedings of the National Academy of Sciences of the United States of America<\/em>, 110(11): 4245-4250.<\/li>\n<li>Chen, Q.* and <strong>Wang, S.<\/strong>* (2013) <a href=\"https:\/\/www.dropbox.com\/s\/pt1mv6t9inioxif\/24.pdf?dl=0\">Variable Selection for Multiply-Imputed Data<\/a>. <em>Statistics in Medicine<\/em>, 32(21): 3646-3659.<\/li>\n<li><span style=\"text-decoration: underline\">Lin, Y.<\/span>, Yu, M., <strong>Wang, S. <\/strong>and Chappell, R. <a href=\"https:\/\/www.dropbox.com\/s\/e64gnoegh03sbry\/25.pdf?dl=0\">Advanced Colorectal Neoplasia Risk Stratification by Penalized Logistic Regression<\/a> (2013), <em>Statistical Methods in Medical Research<\/em>, 25(4): 1677-1691.<\/li>\n<li><strong>Wang, S.<\/strong>, Schroeder, K. and Galgon, R. (2013) <a href=\"https:\/\/www.dropbox.com\/s\/ciklhs3rn1f8zfl\/26.pdf?dl=0\">A Failure to Reach Statistical Significance-Magnesium Sulfate Pretreatment Did Not Reduce the Incidence of Propofol Injection Pain<\/a>. <em>Saudi Journal of Anaesthesia<\/em>, 7(1): 109-110.<\/li>\n<li>Sesto, M.E., Faatin, M., <strong>Wang, S.<\/strong>, Tevaarwerk, A.J. and Wiegmann, D.A. (2013) <a href=\"https:\/\/www.dropbox.com\/s\/2refqh52rykxzo8\/27.pdf?dl=0\">Employment and retirement status of older cancer survivors compared to non-cancer siblings<\/a>. <em>WORK: A Journal of Prevention, Assessment, and Rehabilitation<\/em>, 46(4), 445-453.<\/li>\n<li><span style=\"text-decoration: underline\">Li, Q.<\/span>, <strong>Wang, S.<\/strong>,Huang, C., Yu, M. and Shao, J. <a href=\"https:\/\/www.dropbox.com\/s\/u7lu0pzonrlfyce\/28.pdf?dl=0\">Meta-analysis based variable selection for gene expression data.<\/a> (2014) <em>Biometrics, <\/em>70(4), 872-880.<\/li>\n<li>Bernardon, B., Thein-Nissenbaum, J., Fast, J., Day, M., <strong>Wang, S.<\/strong>, <span style=\"text-decoration: underline\">Li, Q.<\/span> and Scerpella, T. (2014) <a href=\"https:\/\/www.dropbox.com\/s\/y5rwpsy6gyhrurh\/29.pdf?dl=0\">A school-based resistance intervention improves skeletal growth in adolescent females<\/a>. <em>Osteoporosis International<\/em>, 25(3), 1025-1032.<\/li>\n<li>Wilson, J., Lee, K.S., Miller, A.T. and <strong>Wang, S.<\/strong> (2014) <a href=\"https:\/\/www.dropbox.com\/s\/ihsjvjc0gliou9o\/30.pdf?dl=0\">Platelet-Rich plasma for the treatment of chronic plantar fasciopathy in adults: a case series<\/a>. <em>Foot &amp; Ankle Specialist<\/em>, 7(1), 61-67.<\/li>\n<li>Badke, M., Sherry, J., Sherry, M., Jindrich, S., Schick, K., <strong>Wang, S. <\/strong>and Boissonnault, W. (2014) Physical Therapy Direct Patient Access Versus Physician Patient-Referred Episodes of Care: Comparisons of Cost, Resource Utilization &amp; Outcomes. <em>Physical Therapy Journal of Policy, Administration, and Leadership<\/em>, 14 (3), pJ1.<\/li>\n<li>Coursin, D., Head, D., <span style=\"text-decoration: underline\">Chen, G.<\/span>, <span style=\"text-decoration: underline\">Li, Q.<\/span>, <strong>Wang, S. <\/strong>and Hogan, K. (2014) <a href=\"https:\/\/www.dropbox.com\/s\/a1km9jkgqyhoag6\/32.pdf?dl=0\">Vitamin D Deficiency in Anesthesia Caregivers at the End of Winter<\/a>. <em>Acta Anaesthesiologica Scandinavica<\/em>, 58 (7), 802-806.<\/li>\n<li>Wille, C.M., Lenhart, R.L., <strong>Wang, S.<\/strong>, Thelen, D.G. and Heiderscheit, B.C. (2014) <a href=\"https:\/\/www.dropbox.com\/s\/w7i47bjkddjycjy\/33.pdf?dl=0\">Capacity of Sagittal Kinematic Variables to Estimate Ground Reaction Forces and Joint Kinetics in Running<\/a>. <em>Journal of Orthopaedic &amp; Sports Physical Therapy<\/em>, 44 (10), 825-830.<\/li>\n<li><span style=\"text-decoration: underline\">Geng, Z.<\/span>, <strong>Wang, S.<\/strong>, Yu, M., Patrick, O.M., Champion, V. and Wahba, G. <a href=\"https:\/\/www.dropbox.com\/s\/cymab7iuwnkmybh\/34.pdf?dl=0\">Group variable selection via convex Log-Exp-Sum penalty with application to a breast cancer survivor study<\/a> (2015). <em>Biometrics, <\/em>71(1), 53\u201362.<\/li>\n<li>He, Z., Tu, W., <strong>Wang, S.<\/strong>, Fu, H. and Yu, Z. <a href=\"https:\/\/www.dropbox.com\/s\/e1duszzlk555iez\/35.pdf?dl=0\">Simultaneous variable selection for joint models of longitudinal and survival outcomes<\/a>. (2015) <em>Biometrics<\/em>, 71 (1), 178-187.<\/li>\n<li><span style=\"text-decoration: underline\">Kong, J.<\/span>, <strong>Wang, S.<\/strong> and Wahba, G. <a href=\"https:\/\/www.dropbox.com\/s\/vvp1w4c1exop4q0\/36.pdf?dl=0\">Using distance covariance for improved variable selection with application to learning genetic risk models<\/a>. (2015) <em>Statistics in Medicine<\/em>, 34 (10), 1708-1720.<\/li>\n<li><span style=\"text-decoration: underline\">Xu, Y.<\/span>, Yu, M., Zhao, Y., <span style=\"text-decoration: underline\">Li, Q.<\/span>, <strong>Wang, S.<\/strong> and Shao, J. <a href=\"https:\/\/www.dropbox.com\/s\/hgisaj6tixb0c96\/37.pdf?dl=0\">Regularized Outcome Weighted Subgroup Identification for Differential Treatment Effects<\/a>. (2015), <em>Biometrics, <\/em>71 (3), 645\u2013653.<\/li>\n<li><span style=\"text-decoration: underline\">Xiong, L.<\/span>, Kuan, P.F., Tian, J., Keles, S. and <strong>Wang, S.<\/strong> <a href=\"https:\/\/www.dropbox.com\/s\/oiywxfe86y8kkam\/38.pdf?dl=0\">Multivariate boosting for integrative analysis of high dimensional cancer genomic data<\/a>. (2015), <em>Cancer Informatics, <\/em>15;13(Suppl 7):123-31.<\/li>\n<li>Galgon, R.E., Strube, P., Heier, J., Groth, J., <strong>Wang, S. <\/strong>and Schroeder, K.M. (2015) <a href=\"https:\/\/www.dropbox.com\/s\/p11dmh1mu55rz5e\/39.pdf?dl=0\">Magnesium sulfate with lidocaine for preventing propofol injection pain: a randomized, double-blind, placebo- controlled trial<\/a>. <em>Journal of Anesthesia<\/em>, 29 (2), 206-211.<\/li>\n<li>Gregorich, Z.R., Peng, Y., Lane, N.M., Wolff, J.J., <strong>Wang, S.<\/strong>, Guo, W., Guner, H., Doop, J., Hacker, T.A. and Ge, Y. (2015) <a href=\"https:\/\/www.dropbox.com\/s\/26ze8pi8v1a9026\/40.pdf?dl=0\">Comprehensive assessment of chamber-specific and transmural heterogeneity in myofilament protein phosphorylation by top-down mass spectrometry.<\/a> <em>Journal of Molecular and Cellular Cardiology<\/em>, 87, 102-112.<\/li>\n<li>He, Q., Kong, L., Wang, Y., <strong>Wang, S.<\/strong>, Chane, T.A. and Holland, E. <a href=\"https:\/\/www.dropbox.com\/s\/bumsftn8v0ouwji\/41.pdf?dl=0\">Regularized quantile regression under heterogeneous sparsity with application to quantitative genetic traits<\/a>. (2016), <em>Computational Statistics &amp; Data Analysis<\/em>, 95: 222-239.<\/li>\n<li>Scerpella, T.A., Bernardonic, B., <strong>Wang, S.<\/strong>, Rathouz, P.J., <span style=\"text-decoration: underline\">Li, Q.<\/span>, Dowthwaite, J.N. (2016) <a href=\"https:\/\/www.dropbox.com\/s\/8qrydoe04xw1pau\/42.pdf?dl=0\">Site-Specific, Adult Bone Benefits Attributed to Loading During Youth: A Preliminary Longitudinal Analysis<\/a>. <em>Bone<\/em>, 85, 148-59.<\/li>\n<li><span style=\"text-decoration: underline\">Li, Q.<\/span>, Yu, M. and <strong>Wang, S.<\/strong> <a href=\"https:\/\/www.dropbox.com\/s\/8vdvkxdb3wie0e6\/43.pdf?dl=0\">A statistical framework for pathway and gene identification from integrative analysis<\/a>. (2017), <em>Journal of Multivariate Analysis, <\/em>156: 1-17.<\/li>\n<li>Grabowski, P., Wilson, J., Walker, A., Enz, D. and <strong>Wang, S.<\/strong> (2017) <a href=\"https:\/\/www.dropbox.com\/s\/5pwkvw61rtaog6c\/44.pdf?dl=0\">Multimodal impairment-based physical therapy for the treatment of patients with post-concussion syndrome: A retrospective analysis on safety and feasibility<\/a>. <em>Physical Therapy in Sport<\/em>, 23: 22-30.<\/li>\n<li>Li, Y., <strong>Wang, S.<\/strong>, Song, P., Wang, N., Zhou, L. and Zhu, J. <a href=\"https:\/\/www.dropbox.com\/s\/3jhn4okfq3ec7kc\/45.pdf?dl=0\">Doubly regularized estimation and selection in linear mixed-effects models for high-dimensional longitudinal data<\/a>. (2018), <em>Statistics and Its Interface<\/em>, 11(4): 721\u2013737.<\/li>\n<li>Shao, C., <span style=\"text-decoration: underline\">Liu, Z.<\/span><em>, <\/em>Yang, H., <strong>Wang, S.<\/strong> and Burley, S.K. <a href=\"https:\/\/www.dropbox.com\/s\/azs830le4gul37z\/46.pdf?dl=0\">Outlier analyses of the Protein Data Bank archive using a probability-density-ranking approach<\/a>. (2018), <em>Nature: Scientific Data<\/em>, Vol. 5, Article number: 180293.<\/li>\n<li><u>Chen, K.<\/u>, Li, W., <strong>Wang, S.<\/strong> <a href=\"https:\/\/www.dropbox.com\/s\/90vr5jxf58uh29r\/47.pdf?dl=0\">An Easy-to-Implement Hierarchical Standardization for Variable Selection under Strong Heredity Constraint<\/a>. (2020), <em>Journal of Statistical Theory and Practice<\/em>, 14(3): 38.<\/li>\n<li><u>Li, Y.<\/u>, <u>Liang, M.<\/u>, Mao, L. and <strong>Wang, S.<\/strong><a href=\"https:\/\/www.dropbox.com\/s\/vv8vxixcdfpevsn\/48.pdf?dl=0\"> Robust Estimation and Variable Selection for the Accelerated Failure Time Model<\/a>. (2021), <em>Statistics in Medicine<\/em>, 40(20): 4473-4491.<\/li>\n<li>Andrew J. Schneider, A.J., Grimes, M., Lyon, W., Kemper, A. <strong>Wang, S.<\/strong> and Bushman, W. <a href=\"https:\/\/www.dropbox.com\/s\/61bxg8emzr4c54o\/49.pdf?dl=0\">Cluster analysis of men undergoing surgery for BPH\/LUTS reveals prominent roles of both bladder outlet obstruction and diminished bladder contractility<\/a>. (2021) PLOS One, 16(5): e0251721.<\/li>\n<li>Zhou, S.*, <u>Liu, Y.<\/u>*, <strong>Wang, S.<\/strong> and Wang, L. <a href=\"https:\/\/www.dropbox.com\/s\/2gyv82fr0417bay\/50.pdf?dl=0\">Effective prediction of short hydrogen bonds in proteins via machine learning method<\/a>. (2022) <em>Nature: Scientific Report<\/em>, 12: 469 (*: equally contributed)<\/li>\n<li>Shao, C., Westbrook, J.D., <u>Lu, C.<\/u>, Bhikadiya, C., Peisach, E., Young, J.Y., Duarte, J.M., Lowe, R., <strong>Wang, S.<\/strong>, Rose, Y., Feng, Z. and Burley, S.K. <a href=\"https:\/\/www.dropbox.com\/s\/zhz2ydre59tpk2l\/51.pdf?dl=0\">Simplified quality assessment for small-molecule ligands in the Protein Data Bank<\/a>. (2022), <em>Cell: Structure<\/em>, 30(2): 252-262.<\/li>\n<li><u>Lu, C.<\/u>, Stentz, S.Z., Lubin, J.H., <strong>Wang, S.<\/strong> and Khare, S.D. Prediction of Enzyme Specificity using Protein Graph Convolutional Neural Networks<strong><em>.<\/em><\/strong> (2022+)<\/li>\n<li>Zhou, S.*, <u>Liu, Y.<\/u>*, <strong>Wang, S.<\/strong> and Wang, L. Short hydrogen bonds prediction in ligand via machine learning method. (2022+) (*: equally contributed)<\/li>\n<li>Shao, C., <strong>Wang, S.<\/strong> and Burley, S.K. <a href=\"https:\/\/www.dropbox.com\/s\/l1fdp1zjkl2fg9h\/54.pdf?dl=0\">Assessing PDB Macromolecular Crystal Structure Confidence at the Individual Amino Acid Residue Level<\/a>. (2022+)<\/li>\n<li><u>Lu, C.<\/u>, Shao, C., Burley, S.K. and <strong>Wang, S.<\/strong> Multivariate Analyses of Small-molecule Ligand Data in the Protein Data Bank. (2022+)<\/li>\n<li>Schneider, A.J., Serrell, E.C., Grimes, M., <strong>Wang, S.<\/strong> and Bushman, W., 2023. Histologic inflammation and collagen content are not positively correlated in human BPH. The Prostate.<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"<p>Research Interests High-dimensional data analysis and big data analytics Statistical learning and machine learning Proteomics, bioinformatics, statistical genomics and precision medicine Survival analysis and longitudinal data analysis Statistical modeling and &hellip; <a href=\"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/\" class=\"\">Read More<\/a><\/p>\n","protected":false},"author":21,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-363","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Research - Sijian Wang<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Research - Sijian Wang\" \/>\n<meta property=\"og:description\" content=\"Research Interests High-dimensional data analysis and big data analytics Statistical learning and machine learning Proteomics, bioinformatics, statistical genomics and precision medicine Survival analysis and longitudinal data analysis Statistical modeling and &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/\" \/>\n<meta property=\"og:site_name\" content=\"Sijian Wang\" \/>\n<meta property=\"article:modified_time\" content=\"2023-09-23T14:49:20+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/\",\"url\":\"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/\",\"name\":\"Research - Sijian Wang\",\"isPartOf\":{\"@id\":\"https:\/\/sites.rutgers.edu\/sijian-wang\/#website\"},\"datePublished\":\"2020-07-09T16:51:59+00:00\",\"dateModified\":\"2023-09-23T14:49:20+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/sites.rutgers.edu\/sijian-wang\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Research\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sites.rutgers.edu\/sijian-wang\/#website\",\"url\":\"https:\/\/sites.rutgers.edu\/sijian-wang\/\",\"name\":\"Sijian Wang\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sites.rutgers.edu\/sijian-wang\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Research - Sijian Wang","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/","og_locale":"en_US","og_type":"article","og_title":"Research - Sijian Wang","og_description":"Research Interests High-dimensional data analysis and big data analytics Statistical learning and machine learning Proteomics, bioinformatics, statistical genomics and precision medicine Survival analysis and longitudinal data analysis Statistical modeling and &hellip; Read More","og_url":"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/","og_site_name":"Sijian Wang","article_modified_time":"2023-09-23T14:49:20+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/","url":"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/","name":"Research - Sijian Wang","isPartOf":{"@id":"https:\/\/sites.rutgers.edu\/sijian-wang\/#website"},"datePublished":"2020-07-09T16:51:59+00:00","dateModified":"2023-09-23T14:49:20+00:00","breadcrumb":{"@id":"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/sites.rutgers.edu\/sijian-wang\/publications\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/sites.rutgers.edu\/sijian-wang\/"},{"@type":"ListItem","position":2,"name":"Research"}]},{"@type":"WebSite","@id":"https:\/\/sites.rutgers.edu\/sijian-wang\/#website","url":"https:\/\/sites.rutgers.edu\/sijian-wang\/","name":"Sijian Wang","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/sites.rutgers.edu\/sijian-wang\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/sites.rutgers.edu\/sijian-wang\/wp-json\/wp\/v2\/pages\/363"}],"collection":[{"href":"https:\/\/sites.rutgers.edu\/sijian-wang\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.rutgers.edu\/sijian-wang\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.rutgers.edu\/sijian-wang\/wp-json\/wp\/v2\/users\/21"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.rutgers.edu\/sijian-wang\/wp-json\/wp\/v2\/comments?post=363"}],"version-history":[{"count":32,"href":"https:\/\/sites.rutgers.edu\/sijian-wang\/wp-json\/wp\/v2\/pages\/363\/revisions"}],"predecessor-version":[{"id":520,"href":"https:\/\/sites.rutgers.edu\/sijian-wang\/wp-json\/wp\/v2\/pages\/363\/revisions\/520"}],"wp:attachment":[{"href":"https:\/\/sites.rutgers.edu\/sijian-wang\/wp-json\/wp\/v2\/media?parent=363"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}