Ping Ma - Publications

Affiliations: 
Statistics University of Illinois, Urbana-Champaign, Urbana-Champaign, IL 
Area:
Statistics, Bioinformatics Biology

17 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2018 Wang H, Zhu R, Ma P. Optimal Subsampling for Large Sample Logistic Regression. Journal of the American Statistical Association. 113: 829-844. PMID 30078922 DOI: 10.1080/01621459.2017.1292914  0.303
2017 Akay A, Di Domenico T, Suen KM, Nabih A, Parada GE, Larance M, Medhi R, Berkyurek AC, Zhang X, Wedeles CJ, Rudolph KLM, Engelhardt J, Hemberg M, Ma P, Lamond AI, et al. The Helicase Aquarius/EMB-4 Is Required to Overcome Intronic Barriers to Allow Nuclear RNAi Pathways to Heritably Silence Transcription. Developmental Cell. 42: 241-255.e6. PMID 28787591 DOI: 10.1016/J.Devcel.2017.07.002  0.337
2016 Sun X, Dalpiaz D, Wu D, S Liu J, Zhong W, Ma P. Statistical inference for time course RNA-Seq data using a negative binomial mixed-effect model. Bmc Bioinformatics. 17: 324. PMID 27565575 DOI: 10.1186/S12859-016-1180-9  0.699
2016 Helwig NE, Shorter KA, Ma P, Hsiao-Wecksler ET. Smoothing spline analysis of variance models: A new tool for the analysis of cyclic biomechanical data. Journal of Biomechanics. PMID 27553848 DOI: 10.1016/J.Jbiomech.2016.07.035  0.674
2016 Helwig NE, Ma P. Smoothing spline ANOVA for super-large samples: scalable computation via rounding parameters Statistics and Its Interface. 9: 433-444. DOI: 10.4310/Sii.2016.V9.N4.A3  0.648
2015 Helwig NE, Ma P. Fast and Stable Multiple Smoothing Parameter Selection in Smoothing Spline Analysis of Variance Models With Large Samples Journal of Computational and Graphical Statistics. 24: 715-732. DOI: 10.1080/10618600.2014.926819  0.677
2015 Helwig NE, Gao Y, Wang S, Ma P. Analyzing spatiotemporal trends in social media data via smoothing spline analysis of variance Spatial Statistics. 14: 491-504. DOI: 10.1016/J.Spasta.2015.09.002  0.658
2015 Ma P, Sun X. Leveraging for big data regression Wiley Interdisciplinary Reviews: Computational Statistics. 7: 70-76. DOI: 10.1002/Wics.1324  0.301
2013 Dalpiaz D, He X, Ma P. Bias Correction in RNA-Seq Short-Read Counts Using Penalized Regression Statistics in Biosciences. 5: 88-99. DOI: 10.1007/S12561-012-9057-6  0.696
2011 Tenorio L, Andersson F, De Hoop M, Ma P. Data analysis tools for uncertainty quantification of inverse problems Inverse Problems. 27. DOI: 10.1088/0266-5611/27/4/045001  0.315
2009 Zamdborg L, Ma P. Discovery of protein-DNA interactions by penalized multivariate regression. Nucleic Acids Research. 37: 5246-54. PMID 19578060 DOI: 10.1093/Nar/Gkp554  0.336
2009 Ma P, Zhong W, Liu JS. Identifying Differentially Expressed Genes in Time Course Microarray Data Statistics in Biosciences. 1: 144-159. DOI: 10.1007/S12561-009-9014-1  0.349
2008 Ma P, Zhong W. Penalized Clustering of Large-Scale Functional Data With Multiple Covariates Journal of the American Statistical Association. 103: 625-636. DOI: 10.1198/016214508000000247  0.327
2006 Ma P, Castillo-Davis CI, Zhong W, Liu JS. A data-driven clustering method for time course gene expression data. Nucleic Acids Research. 34: 1261-9. PMID 16510852 DOI: 10.1093/Nar/Gkl013  0.33
2005 Zhong W, Zeng P, Ma P, Liu JS, Zhu Y. RSIR: regularized sliced inverse regression for motif discovery. Bioinformatics (Oxford, England). 21: 4169-75. PMID 16166098 DOI: 10.1093/Bioinformatics/Bti680  0.346
2005 Gu C, Ma P. Optimal smoothing in nonparametric mixed-effect models Annals of Statistics. 33: 1357-1379. DOI: 10.1214/009053605000000110  0.339
2005 Gu C, Ma P. Generalized Nonparametric Mixed-Effect Models: Computation and Smoothing Parameter Selection Journal of Computational and Graphical Statistics. 14: 485-504. DOI: 10.1198/106186005X47651  0.326
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