Peihua Qiu's Research Papers

Publications by year: 2025, 2024, 2023, 2022, 2021, 2020, 2019, 2018, 2017, 2016, 2015,
2014, 2013, 2012, 2011, 2010, 2009, 2008, 2007, 2002-2006, 1997-2001, 1996 and Earlier
Names with * denote current or former students.

2025 or accepted

• Guha, S., and Qiu, P., "Bayesian Pairwise Comparison of High-Dimensional Images,"
  Journal of the Computational and Graphical Statistics, in press.
  
  
• Yi, F.*, Xie, X.*, and Qiu, P., "A Change-Point-Detection Chart for Detecting
  Process Mean Drifts with an Application for Monitoring the Shape of the Salton
  Sea," In Frontiers in Statistical Quality Control, in press.
  
  

• He, Y., Kang, Y.*, Xiang, D., and Qiu, P., "Simultaneous Optimal Control of
  Directional Missed Discovery Rates in Data Stream Diagnosis," IISE Transactions,
  57(4), 2024, 367--379.
  
  
• Li, W., Xiang, D., Chen, G., and Qiu, P., "Signal Classification in Large-Scale
  Multi-Sequence Integrative Analysis Under the HMM Dependence," Technometrics,
  66(2), 2024, 182--195.
  
  
• Qiu, P., "Machine Learning Approaches for Statistical Process Control," in Wiley
  StatsRef-Statistics Reference Online, 2024, John Wiley & Sons.
  https://doi.org/10.1002/9781118445112.stat08469.
  (pdf file)
  
  
• Ross, K., Shankar, M., Qiu, P., Tian, Z.*, Swanson, T., Shetty, A., Ruiz, J.,
  Anthony, L., and Perri, M., "Design of project STAR: A randomized controlled
  trial evaluating the impact of an adaptive intervention on long-term weight-loss
  maintenance," Contemporary Clinical Trials, 146, 2024, 107707.
  
  
• Ross, K.M., You, L.*, Qiu, P., Shankar, M.N., Swanson, T.N., Ruiz, J., Anthony, L.,
  and Perri, M., "Predicting High-Risk Periods for Weight Regain Following Initial
  Weight Loss," Obesity, 32(1), 2024, 41--49.
  
  
• Sarkar, S.*, Anyaso-Samuel, S., Qiu, P., and Datta, S., "Multiblock Partial Least
  Squares and Rank Aggregation: Applications to Detection of Bacteriophages Associated
  with Antimicrobial Resistance in the Presence of Potential Confounding Factors,"
  Statistics in Medicine, 43(13), 2024, 2527--2546.
  (pdf file)
  
  
• Tian, Z.*, and Qiu, P., "Generalized Single Index Modeling of Longitudinal Data with
  Multiple Binary Responses," Statistics in Medicine, 43(19), 2024, 3578--3594.
  (pdf file)
  
  
• Wang, Z., Wu, Q., and Qiu, P., "Novel Nonparametric Control Charts for Monitoring
  Dispersion of Count Data," Quality Reliability Engineering International, 40, 2024,
  1636--1651.
  
  
• Wang, Y.*, Xie, X.*, and Qiu, P., “Nonparametric Online Monitoring of Dynamic
  Networks,” Journal of Quality Technology, 56(3), 2024, 214--243.
  (pdf file)
  
  
• Xie, X.*, Qian, N., and Qiu, P., "Online Monitoring of Air Quality Using PCA-Based
  Sequential Learning," Annals of Applied Statistics, 18(1), 2024, 600--625.
  (pdf file)
  
  
• Xie, X.*, and Qiu, P., "A General Framework for Robust Monitoring of Multivariate
  Correlated Processes," Technometrics, 66(1), 2024, 40--54.
  (pdf file)
  
  
• Xue, L., Wang, Q., He, Z., and Qiu, P., "A nonparametric EWMA control chart for
  monitoring mixed continuous and count data," Quality Technology & Quantitative
  Management, 21(5), 2024, 749--765.
  
  
• Yang, K.*, and Qiu, P., "SpTe2M: An R Package for Nonparametric Modeling and
  Monitoring of Spatio-Temporal Data," Journal of Quality Technology, 56(2), 2024,
  140--156.
  (pdf file)
  
  
• Zago, D., Capizzi, G., and Qiu, P., "Optimal Constrained Design of Control Charts
  Using Stochastic Approximations," Journal of Quality Technology, 56(3), 2024,
  257--275.
  (pdf file)
  
  
• Zhang, X.*, Datta, S., and Qiu, P., "Comparing Two Hazard Curves When There Is
  a Treatment Time-lag Effect," Statistics in Medicine, 43(19), 2024, 3563--3577.
  (pdf file)
  
  
• Zhang, X.*, Datta, S., and Qiu, P., "Effective Comparison of Two Potentially Crossing
  Hazard Rate Curves," Journal of Statistical Computation and Simulation, 94(14), 2024,
  3156--3176.
  (pdf file)
  
  

• Balachandran, A.T., Evans, W.J., Cawthon, P.M., Wang, Y.*, Shankaran, M., Hellerstein, M.,
  Qiu, P., and Manini, T., ``Comparing D3-Creatine dilution and DXA muscle mass
  responses to strength training in low functioning older adults'', Journal of Gerontology:
  Medical Sciences, 78, 2023, 1591--1596.
  
  
• Mankowski, R.T., Sibille, K.T., Leeuwenburgh, C., Hsu, F.C., Qiu, P., Sandesara, B.,
  and Anton, S.D., "Effects of curcumin C3 complex (R) on physical function in moderately
  functioning older adults with low-grade inflammation – A pilot trial," The Journal of
  Frailty & Aging, 12(2), 2023, 143--149.
  
  
• Qiu, P., and Yang, K.*, "Spatio-Temporal Process Monitoring Using Exponentially
  Weighted Spatial LASSO," Journal of Quality Technology, 55, 2023, 163--180.
  (pdf file)
  
  
• Song, Z., Mukherjee, A., Qiu, P., and Zhou, M., "Two Robust Multivariate Exponentially
  Weighted Moving Average Charts to Facilitate Distinctive Product Quality Features
  Assessment," Computers & Industrial Engineering, 183, 2023, 109469.
  
  
• Tian, Z.*, and Qiu, P., "Multivariate single index modeling of longitudinal data
  with multiple responses," Statistics in Medicine, 42, 2023, 2982--2998.
  (pdf file)
  
  
• Xie, X.*, and Qiu, P., "Control Chart for Dynamic Process Monitoring with an
  Application to Air Pollution Surveillance,'' Annals of Applied Statistics, 17, 2023,
  47--66.
  (pdf file)
  
  
• Xie, X.*, and Qiu, P., "Dynamic Process Monitoring Using Machine Learning
  Control Charts,'' In Artificial Intelligence for Smart Manufacturing - Methods,
  Applications, and Challenges, (editted by Kim Phuc Tran), 2023, 65--82,
  Springer Nature.
  (pdf file)
  
  
• Yi, F.*, and Qiu, P., ``Water Resource Surveillance for the Salton Sea in California
  By Adaptive Sequential Monitoring of Its Landsat Images,'' Journal of Agricultural,
  Biological and Environmental Statistics, 28, 2023, 549--563.
  (pdf file)
  
  
• Zhang, X.*, Ahn, S., Qiu, P., and Datta, S., "Identification of Shared Biological
  Features in Four Different Lung Cell Lines Infected with SARS-CoV-2 Virus through
  RNA-Seq Analysis," Frontiers in Genetics, 14, 2023,
  https://doi.org/10.3389/fgene.2023.1235927.
  
  

• Anton, S.D., Mankowski, R.T., Qiu, P., You, L.*, Bensadon, B.A., Audino, E.J.,
  Custodero, C., Lee, J., Hincapie, J., McLaren, C., Leeuwenburgh, C., and Ganesh, S.P.,
  "Vitamin D supplementation is associated with a reduction in self-reported falls among
  older adults with previous fall history -- Feasibility study," The Journal of Frailty
  & Aging, 11, 2022, 224--230.
  
  
• Gierz, K., Park, K.*, and Qiu, P., "Non-parametric treatment time-lag effect
  estimation," Statistical Methods in Medical Research, 31, 2022, 62--75.
  (pdf file)
  
  
• Hong, Y.R., Xie, Z., Suk, R., Tabriz, A A., Turner, K., and Qiu, P., "Analysis
  of US Household Catastrophic Healthcare Expenditures associated with Chronic
  Disease, 2008-2018," JAMA Network Open, 5, 2022, e2214923.
  
  
• Park, C., Qiu, P., Carpena-Nunez, J., Rao, R., Susner, M., and Maruyam, B.
  "Sequential Adaptive Design for Jump Regression Estimation," IISE Transactions,
  55, 2022, 111-128.
  (pdf file)
  
  
• Qiu, P., and Xie, X.*, "Transparent Sequential Learning for Statistical Process
  Control of Serially Correlated Data," Technometrics, 64, 2022, 487--501.
  (pdf file)
  
  
• Qiu, P., and You, L.*, "Dynamic Disease Screening by Joint Modeling of Survival
  and Longitudinal Data," Journal of the Royal Statistical Society (Series C), 71,
  2022, 1158-1180.
  (pdf file)
  
  
• Ross, K., Carpenter, C.A., Arroyo, K.M., Shankar, M.N., Yi, F.*, Qiu, P.,
  Anthony, L., Ruiz, J., and Perri, M.G., ``Impact of Transition from Face-to-Face
  to Telehealth on Behavioral Obesity Treatment During the COVID-19 Pandemic,''
  Obesity, 30, 2022, 858--863.
  
  
• Wang, G., Zou, C., and Qiu, P., "Data-Driven Determination of the Number of
  Jumps in Regression Curves," Technometrics, 64, 2022, 312--322.
  
  
• Xiang, D., Qiu, P., Wang, D., and Li, W., "Reliable Post-Signal Fault Diagnosis
  for Correlated High-Dimensional Data Streams," Technometrics, 64, 2022, 323--334.
  
  
• Xie, X.*, and Qiu, P., "Robust Monitoring of Multivariate Processes With
  Short-Ranged Serial Data Correlation,'' Quality and Reliability Engineering
  International, 38, 2022, 4196--4209.
  (pdf file)
  
  
• Xie, X.*, and Qiu, P., "Machine Learning Control Charts for Monitoring Serially
  Correlated Data," In Control Charts and Machine Learning for Anomaly Detection
  in Manufacturing (editted by Kim Phuc Tran), 2022, 131--147, Springer.
  (pdf file)
  
  
• Yang, K.*, and Qiu, P., "Design Variable-Sampling Control Charts Using
  Covariate Information," IISE Transactions, 54, 2022, 505--519.
  (pdf file)
  
  
• Yang, K.*, and Qiu, P., "A Three-Step Local Smoothing Approach for Estimating
  the Mean and Covariance Functions of Spatio-Temporal Data," Annals of the Institute
  of Statistical Mathematics, 74, 2022, 49--68.
  (pdf file)
  
  
• Yi, F.*, and Qiu, P., "An Adaptive CUSUM Chart for Drift Detection," Quality
  and Reliability Engineering International, 38, 2022, 887--894.
  (pdf file)
  
  
• Yildiz, H., Talluri, S., Xie, X.*, Yoon, J., Qiu, P., and Wassick, J., "Evaluating
  and monitoring distribution network efficiency with multivariate process control
  methods," International Journal of Production Research, 60, 2022, 517--533.
  
  
• Zhou, Q., and Qiu, P., "Phase I Monitoring of Serially Correlated Nonparametric
  Profiles By Mixed-Effects Modeling," Quality and Reliability Engineering
  International, 38, 2022, 134--152.
  
  

• Cenko, E., Chen, H., Gill, T.M., Glynn, N.W., Henderson, R.M., King, A.C., Pahor, M.,
  Qiu, P., Rego, A., Reid, K.F., Tudor-Locke, C., Valiani, V., You, L.*, and Manini, T.M.,
  "Ratings of Perceived Exertion during Walking: Predicting Major Mobility Disability
  and Effect of Structured Physical Activity in Mobility-Limited Older Adults," The
  Journals of Gerontology: Series A, 76, 2021, e264-e271.
  
  
• Kang, Y.*, and Qiu, P., "Nonparametric Deconvolution by Fourier Transformation and
  Other Related Approaches," In CRC Handbook of Measurement Error Models (editted
  by G.Y. Yi, P. Gustafson, D. Spiegelman and A. Delaigle), 2021, 221--243, Springer.
  (pdf file)
  
  
• Mukherjee, A., Marozzi, M., and Qiu, P., "A comprehensive distribution-free
  scheme for tri-aspect surveillance of complex processes," Applied Stochastic
  Models in Business and Industry, 37, 2021, 1157--1181.
  (pdf file)
  
  
• Qiu, P., and Yang, K.*, "Effective Disease Surveillance by Using Covariate
  Information," Statistics in Medicine, 40, 2021, 5725--5745.
  (pdf file)
  
  
• Qiu, P., and Yi, F.*, "Control Charts for Batch Processes," in Wiley StatsRef-Statistics
  Reference Online, 2021, Wiley, https://doi.org/10.1002/9781118445112.stat04057.pub2.
  
  
• Wang, J., Chong, Z.L., and Qiu, P., "Optimal monitoring of Poisson data with
  known and unknown shifts," Computers & Industrial Engineer, 154, 2021, 107100.
  
  
• Xue, L., and Qiu, P., "A Nonparametric CUSUM Chart For Monitoring Multivariate
  Serially Correlated Processes," Journal of Quality Technology, 53, 2021, 396--409.
  
  
• Yang, K.*, and Qiu, P., "Adaptive Process Monitoring Using Covariate
  Information," Technometrics, 63, 2021, 313--328.
  (pdf file)
  
  
• Yi, F.*, and Qiu, P., "Edge-Preserving Nonparametric Denoising of Image Sequences,"
  Entropy, 23(10), 2021, 1332, https://doi.org/10.3390/e23101332.
  (pdf file)
  
  
• You, L.*, and Qiu, P., "A Robust Dynamic Screening System By Estimation
  of the Longitudinal Data Distribution," Journal of Quality Technology, 53,
  2021, 383--395.
  (pdf file)
  
  
• You, L.*, and Qiu, P., "Joint Modeling of Multivariate Nonparametric Longitudinal
  Data and Survival Data -- A Local Smoothing Approach," Statistics in Medicine,
  40, 2021, 6689--6706.
  (pdf file)
  
  

• Anton, S.D., Cruz-Almeida, Y., Singh, A., Alpert, J., Bensadon, B., Cabrera, M., Clark, D.J.,
  Ebner, N., Esser, K.A., Fillingim, R.B., Goicolea, S.M., Han, S.M., Kallas, H., Johnson, A.,
  Leeuwenburgh, C., Liu, A.C., Manini, T.M., Marsiske, M., Moore, F., Qiu, P., Mankowski, R.T.,
  Mardini, M., McLaren, C., Ranka, S., Rashidi, P., Saini, S., Sibille, K.T., Someya, S.,
  Wohlgemuth, S., Tucker, C., Xiao, R., and Pahor, M. (2020), ``Innovations in Geroscience to
  Enhance Mobility in Older Adults,'' Experimental Gerontology, 142, 2020, 111123.
  
  
• Kirkpatrick, A.F., Saghafi, A., Yang, K.*, Qiu, P., Alexander, J., Bavry, E., and
  Schwartzman, R., "Optimizing the Treatment of CRPS with Ketamine," Clinical
  Journal of Pain, 36, 2020, 516--523.
  
  
• Li, W., and Qiu, P., "A General Charting Scheme For Monitoring Serially
  Correlated Data With Short-Memory Dependence and Nonparametric Distributions,"
  IISE Transactions, 52, 2020, 61--74.
  (pdf file)
  
  
• Mankowski, R.T., You, L.*, Buford, T.W., Leeuwenburgh, C., Manini, T.M., Schneider, S.,
  Qiu, P., and Anton, S.D. (2020), "Higher dose of resveratrol elevated cardiovascular
  disease risk biomarker levels in overweight older adults -- A pilot study," Experimental
  Gerontology, 131, 110821.
  
  
• Qiu, P., "Big Data? Statistical Process Control Can Help!", The American
  Statistician, 74, 2020, 329--344.
  (pdf file)
  
  
• Qiu, P., Li, W., and Li, J., "A New Process Control Chart for Monitoring
  Short-Range Serially Correlated Data," Technometrics, 62, 2020, 71--83.
  (pdf file)
  
  
• Qiu, P., Xia, Z., and You, L.*, "Process Monitoring ROC Curve for Evaluating
  Dynamic Screening Methods," Technometrics, 62, 2020, 236--248.
  (pdf file)
  
  
• Riner, A., Underwood, P., Yang, K.*, Herremans, K.M., Cameron, M.E., Chamara, S.,
  Qiu, P., George, T.J., Permuth, J., Merchant, N., and Trevino, J., "Disparities in
  Pancreatic Ductal Adenocarcinoma The Significance of Hispanic Ethnicity, Subgroup
  Analysis, and Treatment Facility on Clinical Outcomes," Cancer Medicine, 2020,
  4069--4082.
  
  
• Yang, K.*, and Qiu, P., "Online Sequential Monitoring Of Spatio-Temporal
  Disease Incidence Rates," IISE Transactions, 52, 2020, 1218--1233.
  (pdf file)
  
  
• Yang, K.*, and Qiu, P., "BCEWMA: A New and Effective Biosurveillance System
  for Disease Outbreak Detection," In Statistical Methods for Global Health and
  Epidemiology (editted by Xinguang Chen and Ding-Geng Chen), 2020, 335--352,
  Springer.
  
  
• You, L.*, and Qiu, P., "An Effective Method for Online Disease Risk Monitoring,"
  Technometrics, 62, 2020, 249--264.
  (pdf file)
  
  
• You, L.*, and Qiu, P., "A Nonparametric Control Chart for Dynamic Disease
  Risk Monitoring," In Distribution-Free Methods for Statistical Process Monitoring
  and Control (Koutras M., and Triantafyllou I. eds), 2020, 243--257, Springer.
  (pdf file)
  
  
• You, L.*, Qiu, A., Huang, B., and Qiu, P., "Early Detection of High Disease
  Activity in Juvenile Idiopathic Arthritis by Sequential Monitoring of Patients'
  Health-Related Quality of Life Scores," Biometrical Journal, 62, 2020, 1343--1356.
  (pdf file)
  
  

• Kang, Y.*, Gong, X., Gao, J., and Qiu, P., "Error-in-Variables Jump Regression
  Using Local Clustering," Statistics in Medicine, 38, 2019, 3642--3655.
  (pdf file)
  
  
• Park, K.Y.*, and Qiu, P., "Comparing Crossing Hazard Rate Functions By Joint
  Modeling of Survival And Longitudinal Data," Journal of Statistical Computation
  and Simulation, 89, 2019, 3391--3412.
  (pdf file)
  
  
• Qiu, P., "Some Recent Studies in Statistical Process Control," In Statistical
  Quality Technologies: Theory and Practice (editted by Yuhlong Lio, Hon Keung
  Tony Ng, Tzong-Ru Tsai, and Ding-Geng Chen), 3--19, Springer.
  (pdf file)
  
  
• Qiu, P., He, Z., and Wang, Z., "Nonparametric Monitoring of Multiple Count
  Data," IISE Transactions, 51, 2019, 972--984.
  (pdf file)
  
  
• Ross, K., Qiu, P., You, L.*, and Wing, R., "Week-to-Week Predictors of Weight
  Loss and Regain During and After a Behavioral Weight Management Program,"
  Health Psychology, 38, 2019, 1150--1158.
  
  
• Wang, K., Chen, X., Cheng, T.Y.D., Qiu, P., Bird, V.Y., and Prosperi, M. "Association
  of Long-Term Dynamics in Circulating Testosterone with Serum PSA in Prostate
  Cancer-Free Men with Initial-PSA < 4 ng/mL," Hormones and Cancer, 10, 2019,
  168--176.
  
  
• Yang, K.*, and Qiu, P., "Nonparametric Estimation of the Spatio-Temporal
  Covariance Structure," Statistics in Medicine, 38, 2019, 4555--4565.
  (paper pdf file, pdf file of a supplement)
  
  
• You, L.*, and Qiu, P., "Fast Computing For Dynamic Screening Systems When
  Analyzing Correlated Data," Journal of Statistical Computation and Simulation,
  89, 2019, 379--394.
  (pdf file)
  
  

• Delitto, D., George, T.J., Loftus, T.J., Qiu, P., Chang, G.J., Allegra, C.J.,
  Hall, W.A., Hughes, S.J., Tan, S.A., Shaw, C.M., and Iqbal, A., "Prognostic
  Value of Clinical vs Pathologic Stage in Rectal Cancer Patients Receiving
  Neoadjuvant Therapy" Journal of the National Cancer Institute, 110(5),
  2018, 460--466.
  
  
• Feng, L., and Qiu, P., "Difference Detection Between Two Images for Image
  Monitoring," Technometrics, 60, 2018, 345--359.
  (pdf file)
  
  
• Iqbal, A., Khan, A., George, T., Tan, S.A., Qiu, P., Yang, K.*, Trevino, J.,
  and Hughes, S.J., "Objective preoperative parameters predict difficult
  pelvic dissections and clinical outcomes," Journal of Surgical Research,
  232, 2018, 15-25.
  
  
• Iqbal, A., Sakharuk, I., Goldstein, L., Tan, S.A., Qiu, P., Li, Z.M., and
  Hughes, S.J., "Readmission After Elective Ileostomy in Colorectal Surgery Is
  Predictable," Journal of the Society of Laparoendoscopic Surgeons, 22(3),
  2018, 1--8.
  
  
• Kang, Y.*, Mukherjee, P.S.*, and Qiu, P., "Efficient Blind Image Deblurring
  Using Nonparametric Regression And Local Pixel Clustering," Technometrics,
  60, 2018, 522--531.
  (pdf file)
  
  
• Park, K.Y.*, and Qiu, P., ``Evaluation of the Treatment Time-Lag Effect
  for Survival Data,'' Life-Time Data Analysis, 24, 2018, 310--327.
  (pdf file)
  
  
• Qiu, P., ``Peter Hall: My Mentor, Collaborator, and Friend,'' Statistica
  Sinica, 28, 2018, 2249--2259.
  (pdf file)
  
  
• Qiu, P., ``Jump Regression, Image Processing and Quality Control (with
  discussions),'' Quality Engineering, 30, 2018, 137--153.
  (Paper: pdf file, Rejoinder: pdf file, Quality Engineering, 30, 160--162)
  
  
• Qiu, P., ``Some Perspectives On Nonparametric Statistical Process Control,''
  Journal of Quality Technology, 50, 2018, 49--65.
  (pdf file)
  
  
• Qiu, P., and You, L.*, "Recent Research in Dynamic Screening System for
  Sequential Process Monitoring," In Proceedings of the Pacific Rim Statistical
  Conference for Production Engineering (Choi et al. ed.), 2018, 85--93, Springer.
  (pdf file)
  
  
• Qiu, P., Zi, X., and Zou, C., ``Nonparametric Dynamic Curve Monitoring,''
  Technometrics, 60, 2018, 386--397.
  (pdf file)
  
  
• Ross, K., Qiu, P., You, L.*, and Wing, R., "Characterizing the Pattern of
  Weight Loss and Regain in Adults," Obesity, 26, 2018, 318--323.
  
  
• Song, H., and Qiu, P., "Three-dimensional Image Registration Using Distributed
  Parallel Computing," IET Image Processing, 12, 2018, 1713--1720.
  (pdf file)
  
  
• Wang, Z., and Qiu, P., "Count data monitoring: parametric or nonparametric?"
  Quality and Reliability Engineering International, 34, 2018, 1763--1774.
  (pdf file)
  
  
• Yang, K.*, and Qiu, P., ``Spatio-Temporal Incidence Rate Data Analysis By
  Nonparametric Regression,'' Statistics in Medicine, 37, 2018, 2094--2107.
  (pdf file)
  
  
• Zang, Y., and Qiu, P., "Phase I Monitoring of Spatial Surface Data from 3D
  Printing," Technometrics, 60, 2018, 169--180.
  (pdf file)
  
  
• Zang, Y., and Qiu, P., "Phase II Monitoring of Free-Form Surfaces: An
  Application to 3D Printing,'' Journal of Quality Technology, 50, 2018, 379--390.
  (pdf file)
  
  

• Chen, Z., Huang, H., and Qiu, P., ``An Improved Two-Stage Procedure to
  Compare Hazard Curves,'' Journal of Statistical Computation and
  Simulation, 87, 2017, 1877--1886.
  (pdf file)
  
  
• Dave, C.V., Kesselheim, A.S., Fox, E.R., Qiu, P., and Hartzema, A., "High
  generic drug prices and market competition levels: a retrospective cohort study,"
  Annals of Internal Medicine, 167(3), 2017, 145--151.
  
  
• Li, J., and Qiu, P., "Construction of An Efficient Multivariate Dynamic
  Screening System," Quality and Reliability Engineering International,
  33, 2017, 1969--1981.
  (pdf file)
  
  
• Qiu, P., "Statistical Process Control Charts as a Tool for Analyzing
  Big Data," In Big and Complex Data Analysis: Statistical Methodologies
  and Applications (Ejaz Ahmed ed.), 123--138, Springer, 2017.
  (pdf file)
  
  
• Qiu, P., Yang, K.*, and You, L.*, Discussion of ``Post Selection Shrinkage
  Estimation for High Dimensional Data Analysis,'' Applied Stochastic Models in
  Business and Industry, 33, 2017, 123--125.
  (pdf file)
  
  
• Sonawane Deshmukh, K., Suk, R., Chiao, E.Y., Chhatwal, J., Qiu, P., Wilkin, T.,
  Nyitray, A.G., Sikora, A., and Deshmukh, A.A., "Oral Human Papillomavirus
  Infection: Differences in Prevalence Between Sexes and Concordance With Genital
  Human Papillomavirus Infection, NHANES 2011 to 2014" Annals of Internal
  Medicine, 167, 2017, 714--724.
  
  
• Song, H., and Qiu, P., "A Parametric Intensity-Based 3D Image Registration
  Method for Magnetic Resonance Imaging," Signal, Image and Video Processing,
  11, 2017, 455--462.
  (pdf file)
  
  
• Song, H., and Qiu, P., "Intensity-Based 3D Local Image Registration,"
  Pattern Recognition Letters, 94, 2017, 15--21.
  (pdf file)
  
  

• Chen, Z., Huang, H., and Qiu, P., "Comparison of multiple hazard
  rate functions," Biometrics, 72, 2016, 39--45.
  (pdf file)
  
  
• Li, J., and Qiu, P., "Nonparametric dynamic screening system
  for monitoring correlated longitudinal data," IIE Transactions, 48,
  2016, 772--786.
  (pdf file)
  
  
• Paynabar, K., Qiu, P., and Zou, C., "A Change Point Approach for Phase-I
  Analysis in Multivariate Profiles Monitoring and Diagnosis," Technometrics,
  58, 2016, 191--204.
  (pdf file)
  
  
• Qiu, P., "Big Data? More Challenges!", editorial for the special issue
  on big data analysis, Technometrics, 58, 2016, 283--284.
  (pdf file)
  
  
• Zhang, J.*, Qiu, P., and Chen, X., "Statistical monitoring-based alarming
  systems in modeling the AIDS epidemic in the US, 1985-2011," Current
  HIV Research, 14, 2016, 130--137.
  (pdf file)
  
  

• Kang, Y.*, Gong, X., Gao, J., and Qiu, P., "Jump Detection in Generalized
  Error-in-Variables Regression with an Application to Australian Health Tax
  Policies," Annals of Applied Statistics, 9, 2015, 883--900.
  (pdf file, supplementary file)
  
  
• Liang, F., Song, Q., and Qiu, P., "An Equivalent Measure of Partial
  Correlation Coefficients for High Dimensional Gaussian Graphical Models,"
  JASA, 110, 2015, 1248--1265.
  
  
• Mukherjee, P.S.*, and Qiu, P., "Image Denoising by a Local Clustering
  Framework," Journal of Computational and Graphical Statistics, 24,
  2015, 254-273.
  (pdf file, supplementary file, Computer codes and some data)
  
  
• Qiu, P., and Kang, Y.*, "Blind Image Deblurring Using Jump Regression Analysis,"
  Statistica Sinica, 25, 2015, 879--899.
  (pdf file, supplementary file)
  
  
• Qiu, P., and Xiang, D., "Surveillance of Cardiovascular Diseases Using
  a Multivariate Dynamic Screening System," Statistics in Medicine, 34,
  2015, 2204--2221.
  (pdf file, supplementary file)
  
  
• Qiu, P., and Zhang, J.*, "On Phase II SPC In Cases When Normality
  Is Invalid," Quality and Reliability Engineering International, 31, 2015,
  27--35.
  (pdf file)
  
  
• Xia, Z., and Qiu, P., "Jump information criterion for statistical inference
  in estimating discontinuous curves," Biometrika, 102, 2015, 397--408.
  (pdf file, supplementary file)
  
  
• Zhang, J.*, Kang, Y.*, Yang, Y., and Qiu, P., "Statistical Monitoring of
  the Hand, Foot and Mouth Disease in China," Biometrics, 71, 2015, 841--850.
  (pdf file, Computer codes and some data)
  
  

• Kang, Y.*, and Qiu, P., "Jump Detection In Blurred Regression Surfaces,"
  Technometrics, 56, 2014, 539--550.
  (pdf file, supplementary file, Computer codes and some data)
  
  
• Li, Z., and Qiu, P., "Statistical Process Control Using Dynamic Sampling,"
  Technometrics, 56, 2014, 325--335.
  (pdf file, supplementary file, Computer codes and some data)
  
  
• Park, K.Y.*, and Qiu, P., "Model Selection and Diagnostics For Joint Modeling
  Of Survival And Longitudinal Data With Crossing Hazard Rate Functions,"
  Statistics in Medicine, 33, 2014, 4532--4546.
  (pdf file)
  
  
• Qiu, P., and Xiang, D., "Univariate Dynamic Screening System: An
  Approach For Identifying Individuals With Irregular Longitudinal Behavior,"
  Technometrics, 56, 2014, 248--260.
  (pdf file, supplementary file, Computer codes and some data)
  
  

• He, J., Qiu, P., Park, K.Y.*, Xu, Q., and Potegal, M., "Young chinese
  children's anger and distress: emotion category and intensity
  identified by the time course of behaviors," International
  Journal of Behavioral Development, 37, 2013, 349--356.
  
  
• Li, Z., Qiu, P., Chatterjee, S., and Wang, Z., "Using p-values to
  design statistical process control charts," Statistical Papers, 54,
  2013, 523--539.
  (pdf file)
  
  
• Mukherjee, P.S.*, and Qiu, P., "Efficient Bias Correction For MRI
  Image Denoising," Statistics in Medicine, 32, 2013, 2079--2096.
  (pdf file)
  
  
• Qiu, P., and Xing, C.*, "On nonparametric image registration,"
  Technometrics, 55, 2013, 174--188.
  (pdf file, supplementary file, Computer codes and some data)
  
  
• Qiu, P., and Xing, C.*, "Feature Based Image Registration Using
  Non-Degenerate Pixels," Signal Processing, 93, 2013, 706--720.
  (pdf file)
  
  
• Xiang, D., Qiu, P., and Pu, X., "Nonparametric regression analysis of
  multivariate longitudinal data," Statistica Sinica, 23, 2013, 769--789.
  (pdf file)
  
  

• Liu, X.*, Zhu, X., Qiu, P., and Chen, W., "A correlation-matrix-based
  hierarchical clustering method for functional connectivity analysis,"
  Journal of Neuroscience Methods, 211, 2012, 94--102.
  
  
• Qiu, P., Review of Microarray Image Analysis: An Algorithmic Approach
  by Karl FRASER, Zidong WANG, and Xiaohui LIU, Chapman Hall/CRC,
  2010, Technometrics, 54, 2012, page 199.
  
  
• Qiu, P., and Mukherjee, P.S.*, "Edge structure preserving 3-D image
  denoising by local surface approximation," IEEE Transactions on Pattern
  Analysis and Machine Intelligence, 34, 2012, 1457--1468.
  (pdf file, R-packages: ReadMe.txt, ESPID3Dautothresh_1.0.tar.gz,
  ESPID3Dautothreshp_1.0.tar.gz, ESPID3Dcv_1.0.tar.gz)
  
  

• Mukherjee, P.S.*, and Qiu, P., "3-D Image Denoising By Local
  Smoothing And Nonparametric Regression," Technometrics,
  53, 2011, 196--208.
  ( pdf file of the paper, Proofs of Theorems, R-packages: ReadMe.txt,
  denoise_1.0.tar.gz, denoiseautothresh_1.0.tar.gz, denoisecv_1.0.tar.gz)
  
  
• Qiu, P., "Jump Regression Analysis," In International Encyclopedia
  of Statistical Sciences (Miodrag Lovric ed.), 702--704, 2011, Springer.
  ( ps file, pdf file)
  
  
• Qiu, P., and Li, Z., "On Nonparametric Statistical Process Control Of
  Univariate Processes," Technometrics, 53, 2011, 390--405.
  ( ps file, pdf file, supplementary file)
  
  
• Qiu, P., and Li, Z., "Distribution-free monitoring of univariate
  processes," Statistics and Probability Letters, 81, 2011, 1833--1840.
  ( ps file, pdf file, supplementary file)
  
  
• Xing, C.*, and Qiu, P., "Intensity Based Image Registration By
  Nonparametric Local Smoothing," IEEE Transactions on Pattern
  Analysis and Machine Intelligence, 33, 2011, 2081--2092.
  ( ps file, pdf file)
  
  

• Huang, X., and Qiu, P., "Blind Deconvolution For Jump-Preserving
  Curve Estimation," Mathematical Problems in Engineering, 2010, 1--9.
  ( html file)
  
  Note: This is an invited submission to the special issue on
  Nonlinear Time Series: Computations and Applications.
  
  
• Potegal, M., and Qiu, P. (2010), ``Anger in children's tantrums:
  a new quantitative, behaviorally based model,'' In International
  Handbook of Anger (Eds, M. Potegal, G. Stemmler, and
  C. Spielberger), pp. 193--217, New York: Springer.
  ( pdf file)
  
  
• Qiu, P., and Mukherjee, P.S.*, "Edge Structure Preserving Image
  Denoising," Signal Processing, 90, 2010, 2851--2862.
  ( ps file, pdf file)
  
  
• Qiu, P., and Xing, C.* (2010), "Intensity Based Nonparametric Image
  Registration," Proceedings of the 2010 ACM SIGMM International
  Conference on Multimedia Information Retrieval, pp. 221--225,
  Philadelphia, PA.
  ( pdf file)
  
  
• Qiu, P., and Zou, C., "Control Chart For Monitoring Nonparametric
  Profiles With Arbitrary Design," Statistica Sinica, 20,
  2010, 1655--1682.
  ( ps file, pdf file)
  
  
• Qiu, P., Zou, C., and Wang, Z. "Nonparametric Profile Monitoring
  By Mixed Effects Modeling (with discussions)," Technometrics, 52(3),
  2010, 265--277.
  ( ps file, pdf file, pdf file of supplemental materials)
  
  Rejoinder.pdf, Technometrics, 52(3), 2010, 288--293.
  
  

• Chatterjee, S., and Qiu, P., "Distribution-free cumulative sum
  control charts using bootstrap-based control limits," Annals of
  Applied Statistics, 3(1), 2009, 349--369.
  ( pdf file)
  
  
• Cheng, M.Y., Qiu, P., Tan, X., and Tu, D., "Confidence Intervals
  for the First Crossing Point of Two Hazard Functions," Lifetime
  Data Analysis, 15(4), 2009, 441-454.
  
  
• Joo, J.*, and Qiu, P., "Jump detection in a regression curve and
  its derivative," Technometrics, 51(3), 2009, 289--305.
  ( ps file, pdf file)
  
  
• Qiu, P., "Jump-preserving surface reconstruction from noisy data,"
  Annals of the Institute of Statistical Mathematics, 61(3), 2009,
  715--751.
  ( ps file, pdf file)
  
  
• Qiu, P., "Image restoration," In Wiley Interdisciplinary Reviews:
  Computational Statistics, 1, 2009, 110--113. John Wiley & Sons.
  ( ps file, pdf file)
  
  
• Qiu, P., and Sun, J.*, "Using conventional edge detectors and
  post-smoothing for segmentation of spotted microarray images,"
  Journal of Computational and Graphical Statistics,, 18(1), 2009,
  147--164.
  ( ps file, pdf file)
  
  
• Qiu, P., Yang, R.*, and Potegal, M., "Statistical modeling of
  the time course of tantrum anger," Annals of Applied Statistics,
  3(3), 1013--1034.
  ( ps file, pdf file, R code, an anger dataset)
  
  
• Zhang, B., Su, Z., and Qiu, P., "On Jump Detection In Regression
  Curves Using Local Polynomial Kernel Estimation," Pakistan
  Journal of Statistics, 25(4), 2009, 505--528.
  ( ps file, pdf file)
  
  Note: This is an invited submission to the special issue of the journal
  to celebrate its 25th anniversary.
  
  
• Zou, C., and Qiu, P., "Multivariate Statistical Process Control
  Using LASSO," JASA, 104, 2009, 1586--1596.
  ( ps file, pdf file, Fortran Codes)
  
  
• Zou, C., Qiu, P., and Hawkins, D., "Nonparametric Control Chart
  for Monitoring Profiles Using Change Point Formulation and
  Adaptive Smoothing," Statistica Sinica, 19, 2009, 1337--1357.
  ( ps file, pdf file)
  
  

• Hall, P., Qiu, P., and Rau, C., "Edge, corners and vertex
  estimation for images and regression surfaces," Scandinavian
  Journal of Statistics, 35(1), 2008, 1--17.
  ( pdf file)
  
  
• Hawkins, D.M., Qiu, P., and Zamba, K.D. (2008), "Change-point
  methods," Encyclopedia of Statistics in Quality and Reliability,
  John Wiley & Sons.
  ( pdf file)
  
  
• Qiu, P., "A nonparametric procedure for blind image deblurring,"
  Computational Statistics and Data Analysis, 52, 2008,
  4828--4841.
  ( ps file, pdf file)
  
  
• Qiu, P., "Distribution-free multivariate process control based
  on log-linear modeling," IIE Transactions (a flagship journal of
  the Institute of Industrial Engineers), 40(7), 2008, 664--677.
  ( ps file, pdf file, R Package "mnspc")
  
  Note: This paper was featured by the article published in the
  Industrial Engineer magazine, 40(7), 2008, 53--54.
  
  
• Qiu, P., Review of Fuzzy Modeling and Fuzzy Control
  by Huaguang Zhang and Derong Liu, Boston: Birkhauser 2006,
  Technometrics, 50, 2008, 408-409.
  
  
• Qiu, P., and Sheng, J.*, "A two-stage procedure for comparing
  hazard rate functions," JRSS-B, 70(1), 2008, 191--208.
  ( ps file, pdf file)
  
  R package "TSHRC" can be downloaded from the R web page
  under the link "Packages" on the left-hand side of the web page.
  
  
• Qiu, P., and Nguyen, T., "On Image Registration in Magnetic
  Resonance Imaging," IEEE Proceedings of 2008 International
  Conference on BioMedical Engineering and Informatics,
  753-757.
  ( ps file, pdf file)
  
  

• Gijbels, I., Lambert, A., and Qiu, P., "Jump-preserving regression
  and smoothing using local linear fitting: a compromise," Annals
  of the Institute of Statistical Mathematics, 59(2), 2007, 235--272.
  ( pdf file)
  
  
• Hall, P., and Qiu, P., "Blind deconvolution and deblurring
  in image analysis," Statistica Sinica, 17, 2007, 1483--1509.
  ( ps file, pdf file)
  
  
• Hall, P., and Qiu, P., "Nonparametric estimation of a point
  spread function in multivariate problems,'' Annals of Statistics,
  35(4), 2007, 1512-1534.
  ( ps file, pdf file)
  
  
• Liu, K., Qiu, P., and Sheng, J.*, "Comparing two crossing
  hazard rates by Cox proportional hazards modeling,"
  Statistics in Medicine, 26(2), 2007, 375--391.
  ( pdf file)
  
  
• Qiu, P., "Jump surface estimation, edge detection, and image
  restoration," JASA, 102, 2007, 745--756.
  ( ps file, pdf file)
  
  
• Qiu, P., and Sun, J.*, "Local smoothing image segmentation for
  spotted microarray images," JASA, 102, 2007, 1129-1144.
  ( ps file, pdf file)
  
  
• Sheng, J.*, and Qiu, P., "On p-value calculation for multi-stage
  additive tests," Journal of Statistical Computation and Simulation,
  77(12), 2007, 1057-1064.
  ( ps file, pdf file)
  
  
• Sun, J.*, and Qiu, P., "Jump detection in regression surfaces
  using both first-order and second-order derivatives," Journal of
  Computational and Graphical Statistics, 16(2), 2007, 289--311.
  ( ps file, pdf file)
  
  

• Delaigle, A., Hall, P., and Qiu, P., "Nonparametric methods
  for solving the Berkson error-in-variables problem," JRSS-B,
  68(2), 2006, 201--220.
  ( pdf file)
  
  
• Gijbels, I., Lambert, A., and Qiu, P., "Edge-preserving image
  denoising and estimation of discontinuous surfaces," IEEE
  Transactions on Pattern Analysis and Machine Intelligence
  28(7), 2006, 1075--1087.
  ( pdf file)
  
  
• Hall, P., and Qiu, P., "Discrete transform approach to
  errors-in-variables problems," Biometrika 92(1), 2005,
  135--148.
  ( pdf file)
  
  
• Qiu, P., Discussion in the invited session "Image
  reconstruction, edge detection and feature-tracking,"
  Bulletins of the ISI 55th session, 2005, CD-ROM.
  ( ps file, pdf file)
  
  
• Qiu, P., Review of The Statistical Evaluation of Medical
  Tests for Classification and Prediction by Margaret Sullivan Pepe,
  Oxford University Press,2003, JASA, 100, 2005, page 705.
  
  
• Qiu, P., Review of Generalized Least Squares by
  Takeaki Kariya and Hiroshi Kurata, John Wiley, 2004,
  Technometrics, 47, 2005, page 519.
  
  
• Qiu, P., "The local piecewisely linear kernel smoothing procedure for
  fitting jump regression surfaces," Technometrics 46(1), 2004, 87-98.
  ( ps file, pdf file)
  
  
• Hsu, J.C., Qiu, P., Hin, L.Y., Mutti, D.O., and Zadnik, K., "Multiple
  comparisons with the best ROC curve," In IMS Lecture Notes 47,
  New Developments in Multiple Comparison Procedures,2004, 65-75.
  ( pdf file)
  
  
• Hawkins, D., Qiu, P., and Chang Wook Kang, "The changepoint model
  for statistical process control," Journal of Quality Technology
  35(4), 2003, 355-366.
  ( pdf file)
  
  
• Qiu, P., "A jump-preserving curve fitting procedure based on local
  piecewise-linear kernel estimation,"
  Journal of Nonparametric Statistics 15, 2003, 437-453.
  ( ps file, pdf file)
  
  
• Qiu, P., and Hawkins, D., "A nonparametric multivariate CUSUM procedure
  for detecting shifts in all directions," JRSS-D (The Statistician) 52(2),
  2003, 151-164.
  ( ps file, pdf file)
  
  
• Qiu, P., "A nonparametric procedure to detect jumps in regression surfaces,"
  Journal of Computational and Graphical Statistics 11(4), 2002, 799-822.
  ( ps file, pdf file)
  
  
• Qiu, P., "Regression modelling of a physiological parameter affected by both
  intrinsic and extrinsic factors," Biometrical Journal 44(7), 2002, 887-902.
  ( ps file, pdf file)
  
  
• Qiu, P., "Fitting a semiparametric model based on two sources of information,"
  Australian & New Zealand Journal of Statistics 44, 2002, 87-97.
  ( ps file, pdf file)
  
  
• Qiu, P., Review of Statistical Analysis of Microstructures in Materials
  Science by Joachim Ohser and Frank Muecklich, John Wiley & Sons,
  2000, Technometrics, 44(1), 2002, page 86.
  
  

• Qiu, P., and Hawkins, D., "A rank based multivariate CUSUM procedure,"
  Technometrics 43, 2001, 120-132.
  ( ps file, pdf file)
  
  
• Qiu, P., and Le, Chap, "ROC curve estimation based on local smoothing,"
  Journal of Statistical Computation and Simulation 70, 2001, 55-69.
  ( ps file, pdf file)
  
  
• Qiu, P., Moeschberger, M., Cooke, G., and Goldschmidt-Clermont, P.,
  "Sample size to test for interaction between a specific exposure and a second
  risk factor in a pair-matched case-control study," Statistics in Medicine 19,
  2000, 923-935.
  ( ps file, pdf file, software)
  
  
• Qiu, P., and Tsokos, C.P., "Accelerated life testing model building
  with Box-Cox transformation," Sankhya (Series A) 62, 2000, 223-235.
  ( ps file, pdf file)
  
  
• Qiu, P., "Some recent developments on edge detection and image reconstruction
  based on local smoothing and nonparametric regression," in book Recent
  Research Developments in Pattern Recognition 1, 2000, 41-49.
  ( ps file, pdf file)
  
  
• Qiu, P., Review of Multivariate Image Analysis by Paul Geladi and Hans Grahn,
  1996, John Wiley & Sons, Technometrics 42, 2000, 211-212.
  
  
• Qiu, P., Chappell, R., Obermeyer, W., and Benca, R., "Modelling daily and
  subdaily cycles in rat sleep data," Biometrics 55, 1999, 930-935.
  ( ps file, pdf file, software)
  
  
• Zadnik, K., Mutti, D.O., K., Kim, H., Jones, L.A., Qiu, P., and
  Moeschberger, M.L., "Tonic accommodation, age, and refractive error
  in children," Investigative Ophthalmology & Visual Science 40, 1999, 1050-1060.
  
  
• Zadnik, K., Mutti, D.O., Friedman, N.E., Qualley, P.A., Jones, L.A.,
  Qiu, P., Kim, H., Hsu, J.C., and Moeschberger, M.L., "Ocular
  predictors of the onset of juvenile myopia," Investigative Ophthalmology
  & Visual Science 40, 1999, 1936-1943.
  
  
• Qiu, P., "Comparisons of several local smoothing jump detectors
  in one-dimensional nonparametric regression," The 1999 ASA
  Proceedings of the Statistical Computing Section, 150-155.
  
  
• Qiu, P., "Discontinuous regression surfaces fitting," The Annals of Statistics 26(6),
  1998, 2218-2245.
  ( ps file, pdf file)
  
  
• Qiu, P., and Yandell, B., "A local polynomial jump detection algorithm in
  nonparametric regression,"Technometrics 40(2),1998, 141-152.
  ( ps file, pdf file)
  
  
• Qiu, P., and Yandell, B., "Jump detection in regression surfaces," Journal of
  Computational and Graphical Statistics 6(3), 1997, 332-354.
  ( ps file, pdf file)
  
  
• Qiu, P., "Nonparametric estimation of jump surface," Sankhya (Series A) 59(2),
  1997, 268-294.
  ( ps file, pdf file)
  
  

• Qiu, P., and Bhandarkar, S.M., "An edge detection technique using local
  smoothing and statistical hypothesis testing," Pattern Recognition Letters 17,
  1996, 849-872.
  ( ps file, pdf file)
  
  
• Qiu, P., and Yandell, B., "Discontinuity detection in regression surface," The
  1996 ASA Proceedings of the Statistical Computing Section , 85-90.
  
  
• Qiu, P., "Estimation of the number of jumps of the jump regression fuctions,"
  Communications in Statistics-Theory and Methods 23, 1994, 2141-2155.
  ( ps file, pdf file)
  
  
• Qiu, P., and Shi, X., "Generalized statistical function method," Acta
  Mathematica Scientia 13, 1993, 421-429.
  
  
• Qiu, P., "Strong consistent estimates of two classes of jump regression
  functions," Chinese Journal of Applied Probability and Statistics 9, 1993,
  116-122.
  
  
• Qiu, P., "Couple regression," Technical Report 92-6, 1992, Department of
  Statistics, University of Georgia.
  
  
• Qiu, P., Asano, C., and Li, X., "Estimation of jump regression function,"
  Bulletin of Informatics and Cybernetics 24, 1991, 197-212.
  
  
• Qiu, P., "Estimation of a kind of jump regression functions," Journal of
  Systems Science and Complexity 4, 1991, 1-13.
  
  
• Qiu, P., and Liu, K., "A new branch of statistics-smoothing spline method,"
  Chinese Journal of Applied Probability and Statistics 6, 1990, 96-107.
  
  
• Qiu, P., "Jump regression function and forecasting," Proceedings of the 4th
  Annual Conference of the Japanese Society of Computational Statistics,
  1990, 13-16, Fukuoka, Japan.
  
  

Peihua Qiu's Home Page