All Stories

  1. Jump Regression Analysis

    Article • January 2025, Springer Science + Business Media

    Peihua Qiu

  2. Comparing two hazard curves when there is a treatment time‐lag effect

    Article • Statistics in Medicine, June 2024, Wiley

    Peihua Qiu

  3. Generalized single index modeling of longitudinal data with multiple binary responses

    Article • Statistics in Medicine, June 2024, Wiley

    Peihua Qiu

  4. Introduction

    Article • May 2024, Taylor & Francis

    Peihua Qiu

  5. Basic Statistical Concepts and Methods

    Article • May 2024, Taylor & Francis

    Peihua Qiu

  6. Simultaneous optimal control of directional missed discovery rates in data stream diagnosis

    Article • IISE Transactions, April 2024, Taylor & Francis

    Peihua Qiu

  7. Multiblock partial least squares and rank aggregation: Applications to detection of bacteriophages associated with antimicrobial resistance in the presence of potential confounding factors

    Article • Statistics in Medicine, April 2024, Wiley

    Peihua Qiu

  8. Optimal constrained design of control charts using stochastic approximations

    Article • Journal of Quality Technology, April 2024, Taylor & Francis

    Peihua Qiu

  9. Online monitoring of air quality using PCA-based sequential learning

    Article • The Annals of Applied Statistics, March 2024, Institute of Mathematical Statistics

    Peihua Qiu

  10. Nonparametric online monitoring of dynamic networks

    Article • Journal of Quality Technology, February 2024, Taylor & Francis

    Peihua Qiu

  11. Novel nonparametric control charts for monitoring dispersion of count data

    Article • Quality and Reliability Engineering International, December 2023, Wiley

    Peihua Qiu

  12. SpTe2M: An R package for nonparametric modeling and monitoring of spatiotemporal data

    Article • Journal of Quality Technology, November 2023, Taylor & Francis

    Peihua Qiu

  13. Predicting high‐risk periods for weight regain following initial weight loss

    Article • Obesity, November 2023, Wiley

    Peihua Qiu

  14. Signal Classification in Large-Scale Multi-Sequence Integrative Analysis Under the HMM Dependence

    Article • Technometrics, October 2023, Taylor & Francis

    Peihua Qiu

  15. A General Framework for Robust Monitoring of Multivariate Correlated Processes

    Article • Technometrics, July 2023, Taylor & Francis

    Peihua Qiu

  16. Multivariate single index modeling of longitudinal data with multiple responses

    Article • Statistics in Medicine, May 2023, Wiley

    Peihua Qiu

  17. Water Resource Surveillance for the Salton Sea in California By Adaptive Sequential Monitoring of Its Landsat Images

    Article • Journal of Agricultural Biological and Environmental Statistics, May 2023, Springer Science + Business Media

    Peihua Qiu

  18. Control charts for dynamic process monitoring with an application to air pollution surveillance

    Article • The Annals of Applied Statistics, March 2023, Institute of Mathematical Statistics

    Peihua Qiu

  19. Robust monitoring of multivariate processes with short‐ranged serial data correlation

    Article • Quality and Reliability Engineering International, September 2022, Wiley

    Peihua Qiu

  20. Spatio-temporal process monitoring using exponentially weighted spatial LASSO

    Article • Journal of Quality Technology, June 2022, Taylor & Francis

    Peihua Qiu

  21. Dynamic Disease Screening by Joint Modelling of Survival and Longitudinal Data

    Article • Journal of the Royal Statistical Society Series C (Applied Statistics), May 2022, Oxford University Press (OUP)

    Peihua Qiu

  22. Impact of transition from face‐to‐face to telehealth on behavioral obesity treatment during the COVID‐19 pandemic

    Article • Obesity, March 2022, Wiley

    Peihua Qiu

  23. Sequential adaptive design for jump regression estimation

    Article • IISE Transactions, December 2021, Taylor & Francis

    Peihua Qiu

  24. Non-parametric treatment time-lag effect estimation

    Article • Statistical Methods in Medical Research, November 2021, SAGE Publications

    Peihua Qiu

  25. An adaptive CUSUM chart for drift detection

    Article • Quality and Reliability Engineering International, November 2021, Wiley

    Peihua Qiu

  26. Data-Driven Determination of the Number of Jumps in Regression Curves

    Article • Technometrics, October 2021, Taylor & Francis

    Peihua Qiu

  27. Reliable Post-Signal Fault Diagnosis for Correlated High-Dimensional Data Streams

    Article • Technometrics, October 2021, Taylor & Francis

    Peihua Qiu

  28. Edge-Preserving Denoising of Image Sequences

    Article • Entropy, October 2021, MDPI AG

    Peihua Qiu

  29. Nonparametric Deconvolution by Fourier Transformation and Other Related Approaches

    Article • September 2021, Taylor & Francis

    Peihua Qiu

  30. Joint modeling of multivariate nonparametric longitudinal data and survival data: A local smoothing approach

    Article • Statistics in Medicine, September 2021, Wiley

    Peihua Qiu

  31. A comprehensive distribution‐free scheme for tri‐aspect surveillance of complex processes

    Article • Applied Stochastic Models in Business and Industry, September 2021, Wiley

    Dr. Amitava Mukherjee, Peihua Qiu

  32. Effective disease surveillance by using covariate information

    Article • Statistics in Medicine, July 2021, Wiley

    Peihua Qiu

  33. Phase I monitoring of serially correlated nonparametric profiles by mixed‐effects modeling

    Article • Quality and Reliability Engineering International, July 2021, Wiley

    Peihua Qiu

  34. Transparent Sequential Learning for Statistical Process Control of Serially Correlated Data

    Article • Technometrics, June 2021, Taylor & Francis

    Peihua Qiu

  35. Design variable-sampling control charts using covariate information

    Article • IISE Transactions, April 2021, Taylor & Francis

    Peihua Qiu

  36. Adaptive Process Monitoring Using Covariate Information

    Article • Technometrics, July 2020, Taylor & Francis

    Peihua Qiu

  37. A nonparametric CUSUM chart for monitoring multivariate serially correlated processes

    Article • Journal of Quality Technology, June 2020, Taylor & Francis

    Peihua Qiu

  38. A robust dynamic screening system by estimation of the longitudinal data distribution

    Article • Journal of Quality Technology, May 2020, Taylor & Francis

    Peihua Qiu

  39. Early detection of high disease activity in juvenile idiopathic arthritis by sequential monitoring of patients' health‐related quality of life scores

    Article • Biometrical Journal, March 2020, Wiley

    Peihua Qiu, Prof Bin Huang

  40. Comparing crossing hazard rate functions by joint modelling of survival and longitudinal data

    Article • Journal of Statistical Computation and Simulation, September 2019, Taylor & Francis

    Peihua Qiu

  41. Nonparametric estimation of the spatio‐temporal covariance structure

    Article • Statistics in Medicine, July 2019, Wiley

    Peihua Qiu

  42. An Effective Method for Online Disease Risk Monitoring

    Article • Technometrics, July 2019, Taylor & Francis

    Peihua Qiu

  43. Errors‐in‐variables jump regression using local clustering

    Article • Statistics in Medicine, May 2019, Wiley

    Peihua Qiu

  44. Process Monitoring ROC Curve for Evaluating Dynamic Screening Methods

    Article • Technometrics, April 2019, Taylor & Francis

    Peihua Qiu

  45. A General Charting Scheme For Monitoring Serially Correlated Data With Short-Memory Dependence and Nonparametric Distributions

    Article • IISE Transactions, January 2019, Taylor & Francis

    Peihua Qiu

  46. A New Process Control Chart for Monitoring Short-Range Serially Correlated Data

    Article • Technometrics, January 2019, Taylor & Francis

    Peihua Qiu

  47. Objective Preoperative Parameters Predict Difficult Pelvic Dissections and Clinical Outcomes

    Article • Journal of Surgical Research, December 2018, Elsevier

    Peihua Qiu

  48. Fast computing for dynamic screening systems when analyzing correlated data

    Article • Journal of Statistical Computation and Simulation, November 2018, Taylor & Francis

    Peihua Qiu

  49. Phase II monitoring of free-form surfaces: An application to 3D printing

    Article • Journal of Quality Technology, October 2018, Taylor & Francis

    Peihua Qiu

  50. Nonparametric Monitoring of Multiple Count Data

    Article • IISE Transactions, October 2018, Taylor & Francis

    Dr Shanshan Lv, Peihua Qiu

  51. accelerate the 3d image registration by using Spark system

    Article • IET Image Processing, April 2018, the Institution of Engineering and Technology (the IET)

    Peihua Qiu, huajun song

  52. Spatiotemporal incidence rate data analysis by nonparametric regression

    Article • Statistics in Medicine, February 2018, Wiley

    Peihua Qiu

  53. Some perspectives on nonparametric statistical process control

    Article • Journal of Quality Technology, January 2018, Taylor & Francis

    Peihua Qiu

  54. Peter Hall: My Mentor, Collaborator and Friend

    Article • Statistica Sinica, January 2018, Institute of Statistical Science

    Peihua Qiu

  55. Efficient Blind Image Deblurring Using Nonparametric Regression And Local Pixel Clustering

    Article • Technometrics, December 2017, Taylor & Francis

    Peihua Qiu

  56. Rejoinder

    Article • Quality Engineering, December 2017, Taylor & Francis

    Peihua Qiu

  57. Phase I Monitoring of Spatial Surface Data from 3D Printing

    Article • Technometrics, April 2017, Taylor & Francis

    Peihua Qiu

  58. Editor’s Report

    Article • Technometrics, October 2016, Taylor & Francis

    Peihua Qiu

  59. A parametric intensity-based 3D image registration method for magnetic resonance imaging

    Article • Signal Image and Video Processing, September 2016, Springer Science + Business Media

    Peihua Qiu

  60. Big Data? More Challenges!

    Article • Technometrics, July 2016, Taylor & Francis

    Peihua Qiu

  61. Error-in-Variables Jump Regression Using Local Clustering

    Article • SSRN Electronic Journal, January 2016, Elsevier

    Peihua Qiu

  62. Editorial Announcement

    Article • Technometrics, October 2015, Taylor & Francis

    Peihua Qiu

  63. Editor’s Report

    Article • Technometrics, October 2015, Taylor & Francis

    Peihua Qiu

  64. Comparison of Multiple Hazard Rate Functions

    Article • Biometrics, September 2015, Oxford University Press (OUP)

    Peihua Qiu

  65. Statistical monitoring of the hand, foot and mouth disease in China

    Article • Biometrics, March 2015, Wiley

    Peihua Qiu

  66. Blind image deblurring using jump regression analysis

    Article • Statistica Sinica, January 2015, Institute of Statistical Science

    Peihua Qiu

  67. Editor’s Report

    Article • Technometrics, October 2014, Taylor & Francis

    Peihua Qiu

  68. Introduction to Statistical Process Control

    Article • October 2013, Taylor & Francis

    Peihua Qiu

  69. Nonparametric regression analysis of multivariate longitudinal data

    Article • Statistica Sinica, January 2013, Institute of Statistical Science

    Peihua Qiu

  70. On Nonparametric Statistical Process Control of Univariate Processes

    Article • Technometrics, November 2011, Taylor & Francis

    Peihua Qiu

  71. Preface

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Peihua Qiu

  72. Preface

    Article • October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Peihua Qiu

  73. Intensity-Based Image Registration by Nonparametric Local Smoothing

    Article • IEEE Transactions on Pattern Analysis and Machine Intelligence, October 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Peihua Qiu

  74. 3-D Image Denoising by Local Smoothing and Nonparametric Regression

    Article • Technometrics, May 2011, Taylor & Francis

    Peihua Qiu

  75. Jump Regression Analysis

    Article • January 2011, Springer Science + Business Media

    Peihua Qiu

  76. Nonparametric Profile Monitoring by Mixed Effects Modeling

    Article • Technometrics, August 2010, Taylor & Francis

    Peihua Qiu

  77. Multivariate Statistical Process Control Using LASSO

    Article • Journal of the American Statistical Association, December 2009, Taylor & Francis

    Peihua Qiu

  78. Statistical modeling of the time course of tantrum anger

    Article • The Annals of Applied Statistics, September 2009, Institute of Mathematical Statistics

    Peihua Qiu

  79. Jump Detection in a Regression Curve and Its Derivative

    Article • Technometrics, August 2009, Taylor & Francis

    Peihua Qiu

  80. Distribution-free cumulative sum control charts using bootstrap-based control limits

    Article • The Annals of Applied Statistics, March 2009, Institute of Mathematical Statistics

    Peihua Qiu

  81. On Image Registration in Magnetic Resonance Imaging

    Article • May 2008, Institute of Electrical & Electronics Engineers (IEEE)

    Peihua Qiu

  82. Distribution-free multivariate process control based on log-linear modeling

    Article • IIE Transactions, April 2008, Taylor & Francis

    Peihua Qiu

  83. Local Smoothing Image Segmentation for Spotted Microarray Images

    Article • Journal of the American Statistical Association, December 2007, Taylor & Francis

    Peihua Qiu

  84. A Two-Stage Procedure for Comparing Hazard Rate Functions

    Article • Journal of the Royal Statistical Society Series B Statistical Methodology, November 2007, Oxford University Press (OUP)

    Peihua Qiu

  85. Nonparametric estimation of a point-spread function in multivariate problems

    Article • The Annals of Statistics, August 2007, Institute of Mathematical Statistics

    Peihua Qiu

  86. Jump Surface Estimation, Edge Detection, and Image Restoration

    Article • Journal of the American Statistical Association, June 2007, Taylor & Francis

    Peihua Qiu

  87. Edge-preserving image denoising and estimation of discontinuous surfaces

    Article • IEEE Transactions on Pattern Analysis and Machine Intelligence, July 2006, Institute of Electrical & Electronics Engineers (IEEE)

    Peihua Qiu

  88. Nonparametric Methods for Solving the Berkson Errors-in-Variables Problem

    Article • Journal of the Royal Statistical Society Series B Statistical Methodology, March 2006, Oxford University Press (OUP)

    Peihua Qiu

  89. Generalized Least Squares

    Article • Technometrics, November 2005, Taylor & Francis

    Peihua Qiu

  90. Discrete-transform approach to deconvolution problems

    Article • Biometrika, March 2005, Oxford University Press (OUP)

    Peihua Qiu

  91. Image Processing and Jump Regression Analysis

    Article • January 2005, Wiley

    Peihua Qiu

  92. The Local Piecewisely Linear Kernel Smoothing Procedure for Fitting Jump Regression Surfaces

    Article • Technometrics, February 2004, Taylor & Francis

    Peihua Qiu

  93. A Rank-Based Multivariate CUSUM Procedure

    Article • Technometrics, May 2001, Taylor & Francis

    Peihua Qiu

  94. Multivariate Image Analysis

    Article • Technometrics, May 2000, JSTOR

    Peihua Qiu

  95. Discontinuous regression surfaces fitting

    Article • The Annals of Statistics, December 1998, Institute of Mathematical Statistics

    Peihua Qiu

  96. A Local Polynomial Jump-Detection Algorithm in Nonparametric Regression

    Article • Technometrics, May 1998, JSTOR

    Peihua Qiu

  97. Local Polynomial Jump-Detection Algorithm in Nonparametric Regression

    Article • Technometrics, May 1998, Taylor & Francis

    Peihua Qiu