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Haipeng Shen, Ph.D. - Publications

Affiliations: 
2003 University of Pennsylvania, Philadelphia, PA, United States 
Area:
Statistics
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49 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
2021 Lee S, Shen H, Truong Y. Sampling Properties of color Independent Component Analysis. Journal of Multivariate Analysis. 181. PMID 33162620 DOI: 10.1016/j.jmva.2020.104692  0.606
2019 Cai J, Mandelbaum A, Nagaraja CH, Shen H, Zhao LH. Statistical Theory Powering Data Science Statistical Science. 34: 669-691. DOI: 10.1214/19-Sts754  0.327
2019 Ye H, Luedtke J, Shen H. Call Center Arrivals: When to Jointly Forecast Multiple Streams? Production and Operations Management. 28: 27-42. DOI: 10.1111/Poms.12888  0.332
2019 Jiang F, Cheng Q, Yin G, Shen H. Functional Censored Quantile Regression Journal of the American Statistical Association. 115: 931-944. DOI: 10.1080/01621459.2019.1602047  0.342
2018 Li G, Huang JZ, Shen H. Exponential Family Functional data analysis via a low-rank model. Biometrics. PMID 29738627 DOI: 10.1111/Biom.12885  0.54
2016 Shen D, Shen H, Zhu H, Marron JS. The Statistics and Mathematics of High Dimension Low Sample Size Asymptotics. Statistica Sinica. 26: 1747-1770. PMID 28018116 DOI: 10.5705/Ss.202015.0088  0.301
2016 Li G, Shen H, Huang JZ. Supervised Sparse and Functional Principal Component Analysis Journal of Computational and Graphical Statistics. 25: 859-878. DOI: 10.1080/10618600.2015.1064434  0.314
2016 Li G, Yang D, Nobel AB, Shen H. Supervised singular value decomposition and its asymptotic properties Journal of Multivariate Analysis. 146: 7-17. DOI: 10.1016/J.Jmva.2015.02.016  0.677
2016 Shen H, Cheng Z, Hong F, Xu J, Wang X, Wang J, Yu Z, Wang Y. Structure, room temperature spin reorientation and its dynamics in DyFe0.6Mn0.4O3 Journal of Alloys and Compounds. 680: 226-231. DOI: 10.1016/j.jallcom.2016.04.076  0.407
2016 Ibrahim R, Ye H, L'Ecuyer P, Shen H. Modeling and forecasting call center arrivals: A literature survey and a case study International Journal of Forecasting. DOI: 10.1016/J.Ijforecast.2015.11.012  0.331
2016 Ibrahim R, L'Ecuyer P, Shen H, Thiongane M. Inter-dependent, heterogeneous, and time-varying service-time distributions in call centers European Journal of Operational Research. 250: 480-492. DOI: 10.1016/J.Ejor.2015.10.017  0.352
2016 Li S, Zhou S, Xu H, Xiao L, Wang Y, Shen H, Wang H, Yuan Q. Luminescent properties and sensing performance of a carbon quantum dot encapsulated mesoporous silica/polyacrylonitrile electrospun nanofibrous membrane Journal of Materials Science. 1-11. DOI: 10.1007/s10853-016-9967-7  0.396
2015 Ahn M, Shen H, Lin W, Zhu H. A SPARSE REDUCED RANK FRAMEWORK FOR GROUP ANALYSIS OF FUNCTIONAL NEUROIMAGING DATA. Statistica Sinica. 25: 295-312. PMID 26405427 DOI: 10.5705/Ss.2013.232W  0.334
2015 Gans N, Shen H, Zhou YP, Korolev N, McCord A, Ristock H. Parametric Forecasting and Stochastic Programming Models for Call-Center Workforce Scheduling Manufacturing & Service Operations Management. 17: 571-588. DOI: 10.1287/Msom.2015.0546  0.308
2015 Tian S, Huang JZ, Shen H. Solving the MEG Inverse Problem: A Robust Two-Way Regularization Method Technometrics. 57: 123-137. DOI: 10.1080/00401706.2014.887594  0.383
2015 Lee M, Wang L, Shen H, Hall P, Guo G, Marron JS. Least squares sieve estimation of mixture distributions with boundary effects Journal of the Korean Statistical Society. 44: 187-201. DOI: 10.1016/J.Jkss.2014.07.003  0.69
2014 Shen D, Shen H, Bhamidi S, Maldonado YM, Kim Y, Marron JS. Functional Data Analysis of Tree Data Objects. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 23: 418-438. PMID 25346588 DOI: 10.1080/10618600.2013.786943  0.311
2014 Wang D, Shen H, Truong Y. Efficient dimension reduction for high-dimensional matrix-valued data Neurocomputing. DOI: 10.1016/J.Neucom.2015.12.096  0.345
2013 Lee M, Hall P, Shen H, Marron JS, Tolle J, Burch C. Deconvolution estimation of mixture distributions with boundaries. Electronic Journal of Statistics. 7: 323-341. PMID 24009793 DOI: 10.1214/13-Ejs774  0.686
2013 Tian TS, Huang JZ, Shen H, Li Z. EEG/MEG source reconstruction with spatial-temporal two-way regularized regression. Neuroinformatics. 11: 477-93. PMID 23842791 DOI: 10.1007/S12021-013-9193-2  0.334
2013 Lee S, Chugh PE, Shen H, Eberle R, Dittmer DP. Poisson factor models with applications to non-normalized microRNA profiling. Bioinformatics (Oxford, England). 29: 1105-11. PMID 23428639 DOI: 10.1093/Bioinformatics/Btt091  0.544
2013 Zhang L, Shen H, Huang JZ. Robust regularized singular value decomposition with application to mortality data The Annals of Applied Statistics. 7: 1540-1561. DOI: 10.1214/13-Aoas649  0.39
2013 Shen D, Shen H, Marron JS. Consistency of sparse PCA in High Dimension, Low Sample Size contexts Journal of Multivariate Analysis. 115: 317-333. DOI: 10.1016/J.Jmva.2012.10.007  0.349
2013 Tian TS, Huang JZ, Shen H. Two-way regularization for MEG source reconstruction via multilevel coordinate descent Statistical Analysis and Data Mining. 6: 545-556. DOI: 10.1002/Sam.11210  0.405
2012 Wang J, Shen H, Zhu H. Discussion of the paper "Clustering Random Curves Under Spatial Interdependence with Application to Service Accessibility" by Jiang and Serban. Technometrics : a Journal of Statistics For the Physical, Chemical, and Engineering Sciences. 54: 129-133. PMID 24976650 DOI: 10.1080/00401706.2011.649820  0.325
2012 Hays S, Shen H, Huang JZ. Functional dynamic factor models with application to yield curve forecasting Annals of Applied Statistics. 6: 870-893. DOI: 10.1214/12-Aoas551  0.695
2012 Tian TS, Huang JZ, Shen H, Li Z. A two-way regularization method for MEG source reconstruction Annals of Applied Statistics. 6: 1021-1046. DOI: 10.1214/11-Aoas531  0.356
2011 Lee S, Shen H, Truong Y, Lewis M, Huang X. Independent Component Analysis Involving Autocorrelated Sources With an Application to Functional Magnetic Resonance Imaging. Journal of the American Statistical Association. 106: 1009-1024. PMID 27524847 DOI: 10.1198/Jasa.2011.Tm10332  0.622
2011 Lee S, Shen H, Truong Y, Lewis M, Huang X. Independent component analysis involving autocorrelated sources with an application to functional magnetic resonance imaging Journal of the American Statistical Association. 106: 1009-1024. DOI: 10.1198/jasa.2011.tm10332  0.593
2010 Lee M, Shen H, Huang JZ, Marron JS. Biclustering via sparse singular value decomposition. Biometrics. 66: 1087-95. PMID 20163403 DOI: 10.1111/J.1541-0420.2010.01392.X  0.659
2010 Bai P, Huang JZ, Shen H, Truong YK. Adaptive statistical parametric mapping for fMRI Statistics and Its Interface. 3: 33-43. DOI: 10.4310/Sii.2010.V3.N1.A3  0.33
2010 Lee M, Shen H, Burch C, Marron JS. Direct deconvolution density estimation of a mixture distribution motivated by mutation effects distribution Journal of Nonparametric Statistics. 22: 1-22. DOI: 10.1080/10485250903085847  0.68
2010 Shen H. Exponentially weighted methods for forecasting intraday time series with multiple seasonal cycles: Comments International Journal of Forecasting. 26: 652-654. DOI: 10.1016/J.Ijforecast.2010.05.011  0.329
2009 Shen H. On modeling and forecasting time series of smooth curves Technometrics. 51: 227-238. DOI: 10.1198/Tech.2009.08100  0.367
2009 Huang JZ, Shen H, Buja A. The Analysis of Two-Way Functional Data Using Two-Way Regularized Singular Value Decompositions Journal of the American Statistical Association. 104: 1609-1620. DOI: 10.1198/Jasa.2009.Tm08024  0.398
2008 Shen H, Huang JZ. Interday Forecasting and Intraday Updating of Call Center Arrivals Manufacturing & Service Operations Management. 10: 391-410. DOI: 10.1287/Msom.1070.0179  0.365
2008 Huang JZ, Shen H, Buja A. Functional principal components analysis via penalized rank one approximation Electronic Journal of Statistics. 2: 678-695. DOI: 10.1214/08-Ejs218  0.384
2008 Shen H, Huang JZ. Forecasting Time Series Of Inhomogeneous Poisson Processes With Application To Call Center Workforce Management The Annals of Applied Statistics. 2: 601-623. DOI: 10.1214/08-Aoas164  0.332
2008 Shen H, Zhu Z. Efficient mean estimation in log-normal linear models Journal of Statistical Planning and Inference. 138: 552-567. DOI: 10.1016/J.Jspi.2006.10.016  0.424
2008 Shen H, Huang JZ. Sparse principal component analysis via regularized low rank matrix approximation Journal of Multivariate Analysis. 99: 1015-1034. DOI: 10.1016/J.Jmva.2007.06.007  0.382
2007 Zhang L, Marron JS, Shen H, Zhu Z. Singular value decomposition and its visualization Journal of Computational and Graphical Statistics. 16: 833-854. DOI: 10.1198/106186007X256080  0.348
2007 Shen H, Zhu Z, Lee TCM. Robust estimation of the self-similarity parameter in network traffic using wavelet transform Signal Processing. 87: 2111-2124. DOI: 10.1016/J.Sigpro.2007.02.010  0.378
2006 Shen H, Brown LD, Zhi H. Efficient estimation of log-normal means with application to pharmacokinetic data. Statistics in Medicine. 25: 3023-38. PMID 16345103 DOI: 10.1002/Sim.2456  0.574
2006 Shen H, Brown LD. Non-parametric modelling of time-varying customer service times at a bank call centre: Research Articles Applied Stochastic Models in Business and Industry. 22: 297-311. DOI: 10.1002/Asmb.V22:3  0.574
2006 Shen H, D. Brown L. Non-parametric modelling of time-varying customer service times at a bank call centre Applied Stochastic Models in Business and Industry. 22: 297-311. DOI: 10.1002/Asmb.618  0.434
2005 Brown LD, Gans N, Mandelbaum A, Sakov A, Shen H, Zeltyn S, Zhao L. Statistical Analysis of a Telephone Call Center: A Queueing-Science Perspective Journal of the American Statistical Association. 100: 36-50. DOI: 10.1198/016214504000001808  0.492
2005 Shen H, Huang JZ. Analysis of call centre arrival data using singular value decomposition: Research Articles Applied Stochastic Models in Business and Industry. 21: 251-263. DOI: 10.1002/Asmb.V21:3  0.385
2005 Shen H, Huang JZ. Analysis of call centre arrival data using singular value decomposition Applied Stochastic Models in Business and Industry. 21: 251-263. DOI: 10.1002/Asmb.598  0.384
2004 Huang JZ, Shen H. Functional Coefficient Regression Models for Non-linear Time Series: A Polynomial Spline Approach Scandinavian Journal of Statistics. 31: 515-534. DOI: 10.1111/J.1467-9469.2004.00404.X  0.46
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