Most cited papers in Advanced Statistical Process Monitoring
What are the most cited papers in Advanced Statistical Process Monitoring?
The most cited paper in Advanced Statistical Process Monitoring is "A Caution Regarding Rules of Thumb for Variance Inflation Factors" (Robert M. O’Brien, 2007), with 11,097 citations. Next come "Random effects structure for confirmatory hypothesis testing: Keep it maximal" (10,749) and "A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code" (7,571).
Showing 50 of 96 papers. Every paper with more than 882 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | A Caution Regarding Rules of Thumb for Variance Inflation Factors Robert M. O’Brien · Quality & Quantity | 12 Mar 2007 | 11,097 |
| 2 | Random effects structure for confirmatory hypothesis testing: Keep it maximal Dale J. Barr, Roger Lévy, Christoph Scheepers et al. · Journal of Memory and Language | 3 Jan 2013 | 10,749 |
| 3 | A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code Michael D. McKay, Richard J. Beckman, William Jay Conover · Technometrics | Feb 2000 | 7,571 |
| 4 | Robust Estimation of a Location Parameter Peter J. Huber · The Annals of Mathematical Statistics | Mar 1964 | 7,272 |
| 5 | Basic principles of ROC analysis Charles E. Metz · Seminars in Nuclear Medicine | Oct 1978 | 6,107 |
| 6 | Techniques for Testing the Constancy of Regression Relationships Over Time R. L. Brown, James Durbin, Jessica Evans · Journal of the Royal Statistical Society Series B (Statistical Methodology) | 1975 | 5,159 |
| 7 | Multiple Comparisons among Means Olive Jean Dunn · Journal of the American Statistical Association | Mar 1961 | 4,633 |
| 8 | ADASYN: Adaptive synthetic sampling approach for imbalanced learning Haibo He, Yang Bai, Edwardo A. Garcia et al. | Jun 2008 | 4,590 |
| 9 | Zero-Inflated Poisson Regression, with an Application to Defects in Manufacturing Diane Lambert · Technometrics | Feb 1992 | 4,044 |
| 10 | Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter Gene Howard Golub, Michael T. Heath, Grace Wahba · Technometrics | May 1979 | 3,822 |
| 11 | Estimation of Average Concentration in the Presence of Nondetectable Values Richard Hornung, Laurence D. Reed · Applied Occupational and Environmental Hygiene | 1990 | 3,504 |
| 12 | Robust process control. GURVINDER SINGH VIRK · Chemical Engineering Science | 1990 | 3,220 |
| 13 | A Generalization of Sampling Without Replacement from a Finite Universe Daniel G. Horvitz, Donovan J. Thompson · Journal of the American Statistical Association | Dec 1952 | 3,060 |
| 14 | Detection of Abrupt Changes: Theory and Application Kurt S. Riedel · Technometrics | Aug 1994 | 2,979 |
| 15 | Measuring utility by a single-response sequential method Gordon M. Becker, Morris H. DeGroot, Jacob Marschak · Systems Research and Behavioral Science | 1964 | 2,741 |
| 16 | Taguchi Techniques for Quality Engineering Thomas R. Bement · Technometrics | May 1989 | 2,724 |
| 17 | Estimation of the Youden Index and its Associated Cutoff Point Ronen Fluss, David Faraggi, Benjamin Reiser · Biometrical Journal | Aug 2005 | 2,690 |
| 18 | The Influence Curve and its Role in Robust Estimation Frank R. Hampel · Journal of the American Statistical Association | Jun 1974 | 2,542 |
| 19 | The Predictive Sample Reuse Method with Applications Seymour Geisser · Journal of the American Statistical Association | Jun 1975 | 2,538 |
| 20 | The Problem of Overfitting Douglas M. Hawkins · Journal of Chemical Information and Computer Sciences | 2 Dec 2003 | 2,494 |
| 21 | Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation Bradley Efron · Journal of the American Statistical Association | Jun 1983 | 2,186 |
| 22 | Using AUC and accuracy in evaluating learning algorithms Jin Huang, Charles X. Ling · IEEE Transactions on Knowledge and Data Engineering | 31 Jan 2005 | 2,173 |
| 23 | Robust regression using iteratively reweighted least-squares Paul W. Holland, Roy E. Welsch · Communication in Statistics- Theory and Methods | 1977 | 2,148 |
| 24 | Forecasting Sales by Exponentially Weighted Moving Averages Peter R. Winters · Management Science | Apr 1960 | 2,135 |
| 25 | Multiple Comparison Procedures Debbie Hahs-Vaughn, Richard Lomax | 19 Jun 2013 | 2,135 |
| 26 | Statistics of Random Processes Michael F. Insana · Cambridge University Press eBooks | 28 May 2021 | 2,102 |
| 27 | Hypothesis testing when a nuisance parameter is present only under the alternative Robert Bruce Davies · Biometrika | 1987 | 2,091 |
| 28 | Alternatives to the Median Absolute Deviation Peter J. Rousseeuw, Christophe Croux · Journal of the American Statistical Association | Dec 1993 | 1,954 |
| 29 | INADMISSIBILITY OF THE USUAL ESTIMATOR FOR THE MEAN OF A MULTIVARIATE NORMAL DISTRIBUTION Charles Michael Stein | 31 Dec 1956 | 1,887 |
| 30 | A review of process fault detection and diagnosis Venkat Venkatasubramanian, Raghunathan Rengaswamy, Surya N. Kavuri et al. · Computers & Chemical Engineering | Mar 2003 | 1,842 |
| 31 | Generalized Collinearity Diagnostics John Fox, Georges A. Monette · Journal of the American Statistical Association | Mar 1992 | 1,758 |
| 32 | Distribution-Free Statistical Tests C. B. Bell · Technometrics | Nov 1970 | 1,704 |
| 33 | Experimentation and Uncertainty Analysis for Engineers Hugh W. Coleman, W. Glenn Steck, Franklin C. Hurlbut · Journal of Engineering for Industry | May 1991 | 1,703 |
| 34 | Linear Model Selection by Cross-validation Jun Shao · Journal of the American Statistical Association | Jun 1993 | 1,701 |
| 35 | Statistical process monitoring: basics and beyond S. Joe Qin · Journal of Chemometrics | Aug 2003 | 1,579 |
| 36 | The Cost of Dichotomization Jacob Cohen · Applied Psychological Measurement | Jun 1983 | 1,552 |
| 37 | Monitoring batch processes using multiway principal component analysis Paul Nomikos, John F. MacGregor · AIChE Journal | Aug 1994 | 1,483 |
| 38 | Disturbance detection and isolation by dynamic principal component analysis Wenfu Ku, Robert H. Storer, Christos Georgakis · Chemometrics and Intelligent Laboratory Systems | Nov 1995 | 1,479 |
| 39 | The area above the ordinal dominance graph and the area below the receiver operating characteristic graph Donald Bamber · Journal of Mathematical Psychology | Nov 1975 | 1,462 |
| 40 | The unicorn, the normal curve, and other improbable creatures. Theodore Micceri · Psychological Bulletin | 1989 | 1,458 |
| 41 | Minimax and maximin distance designs Mark E. Johnson, Leslie M. Moore, Donald Ylvisaker · Journal of Statistical Planning and Inference | Oct 1990 | 1,456 |
| 42 | On closed testing procedures with special reference to ordered analysis of variance Ruth Marcus, Eric Peritz, K. R. Gabriel · Biometrika | 1976 | 1,413 |
| 43 | The Relationship Between Variable Selection and Data Agumentation and a Method for Prediction David M. Allen · Technometrics | Feb 1974 | 1,409 |
| 44 | Exponentially Weighted Moving Average Control Schemes: Properties and Enhancements James M. Lucas, Michael S. Saccucci · Technometrics | Feb 1990 | 1,385 |
| 45 | Multivariate SPC Charts for Monitoring Batch Processes Paul Nomikos, John F. MacGregor · Technometrics | Feb 1995 | 1,384 |
| 46 | Simulation Run Length Control in the Presence of an Initial Transient Philip Heidelberger, Peter D. Welch · Operations Research | Dec 1983 | 1,328 |
| 47 | ON THE METHODS AND THEORY OF RELIABILITY John J. Bartko, William T. Carpenter · The Journal of Nervous and Mental Disease | Nov 1976 | 1,318 |
| 48 | Applied Linear Statistical Models Ralph C. St. John · Journal of Quality Technology | 1986 | 1,317 |
| 49 | Machine learning in manufacturing: advantages, challenges, and applications Thorsten Wuest, Daniel R. Weimer, Christopher Irgens et al. · Production & Manufacturing Research | 2016 | 1,307 |
| 50 | Toward Robust Information: Data Quality and Inter-Rater Reliability in the American College of Surgeons National Surgical Quality Improvement Program Mira Shiloach, Stanley K. Frencher, Janet E. Steeger et al. · Journal of the American College of Surgeons | 24 Nov 2009 | 1,307 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.