Douglas M. Hawkins - Publications

Affiliations: 
University of Minnesota, Twin Cities, Minneapolis, MN 
Area:
Statistics

114 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
2019 Tsiamyrtzis P, Hawkins DM. Bayesian statistical process control for Phase I count type data Applied Stochastic Models in Business and Industry. 35: 766-787. DOI: 10.1002/Asmb.2398  0.668
2018 Knauer WA, Godden SM, Dietrich A, Hawkins DM, James RE. Evaluation of applying statistical process control techniques to daily average feeding behaviors to detect disease in automatically fed group-housed preweaned dairy calves. Journal of Dairy Science. PMID 30007809 DOI: 10.3168/Jds.2017-13947  0.301
2017 Hawkins DM, Lombard F. Cusum control for data following the von Mises distribution Journal of Applied Statistics. 44: 1319-1332. DOI: 10.1080/02664763.2016.1202217  0.359
2017 Lombard F, Hawkins DM, Potgieter CJ. Sequential rank CUSUM charts for angular data Computational Statistics & Data Analysis. 105: 268-279. DOI: 10.1016/J.Csda.2016.08.001  0.358
2016 Hawkins DM, Weckwerth C. Errors in variables regression with value-censored data Journal of Chemometrics. 30: 332-335. DOI: 10.1002/Cem.2797  0.379
2014 Hawkins DM. A Model for Assay Precision Statistics in Biopharmaceutical Research. 6: 263-269. DOI: 10.1080/19466315.2014.899511  0.374
2014 Hawkins DM, Lombard F. Segmentation of circular data Journal of Applied Statistics. 42: 88-97. DOI: 10.1080/02664763.2014.934665  0.34
2014 Holland MD, Hawkins DM. A control chart based on a nonparametric multivariate change-point model Journal of Quality Technology. 46: 63-77. DOI: 10.1080/00224065.2014.11917954  0.376
2013 Hawkins DM, Maboudou-Tchao EM. Smoothed Linear Modeling for Smooth Spectral Data International Journal of Spectroscopy. 2013: 108-115. DOI: 10.1155/2013/604548  0.759
2013 Maboudou-Tchao EM, Hawkins DM. Detection of multiple change-points in multivariate data Journal of Applied Statistics. 40: 1979-1995. DOI: 10.1080/02664763.2013.800471  0.752
2013 Fogel P, Hawkins DM, Beecher C, Luta G, Young SS. A tale of two matrix factorizations American Statistician. 67: 207-218. DOI: 10.1080/00031305.2013.845607  0.32
2013 Zamba KD, Tsiamyrtzis P, Hawkins DM. A three-state recursive sequential Bayesian algorithm for biosurveillance Computational Statistics and Data Analysis. 58: 82-97. DOI: 10.1016/J.Csda.2011.04.015  0.663
2013 Hawkins DM. A general variance model in methods comparison Journal of Chemometrics. 27: 414-419. DOI: 10.1002/Cem.2550  0.42
2011 Maboudou-Tchao EM, Hawkins DM. Self-starting multivariate control charts for location and scale Journal of Quality Technology. 43: 113-126. DOI: 10.1080/00224065.2011.11917850  0.763
2010 Basak SC, Mills D, Hawkins DM, Bhattacharjee AK. Quantitative structure-activity relationship studies of antimalarial compounds from their calculated mathematical descriptors. Sar and Qsar in Environmental Research. 21: 103-25. PMID 20373216 DOI: 10.1080/10629360903568614  0.331
2010 Tsiamyrtzis P, Hawkins DM. Bayesian startup phase mean monitoring of an autocorrelated process that is subject to random sized jumps Technometrics. 52: 438-452. DOI: 10.1198/Tech.2010.08053  0.68
2010 Hawkins DM, Deng Q. A nonparametric change-point control chart Journal of Quality Technology. 42: 165-173. DOI: 10.1080/00224065.2010.11917814  0.739
2010 Hawkins DM, Kraker J. Deterministic fallacies and model validation Journal of Chemometrics. 24: 188-193. DOI: 10.1002/Cem.1311  0.766
2009 Basak SC, Mills D, Hawkins DM, Kraker JJ. Quantitative structure-activity relationship (QSAR) modeling of human blood: air partitioning with proper statistical methods and validation. Chemistry & Biodiversity. 6: 487-502. PMID 19353545 DOI: 10.1002/Cbdv.200800111  0.772
2009 Hawkins DM, Deng Q. Combined charts for mean and variance information Journal of Quality Technology. 41: 415-425. DOI: 10.1080/00224065.2009.11917795  0.36
2009 Zamba KD, Hawkins DM. A multivariate change-point model for change in mean vector and/or covariance structure Journal of Quality Technology. 41: 285-303. DOI: 10.1080/00224065.2009.11917783  0.391
2009 Hawkins DM, Khan DM. A procedure for robust fitting in nonlinear regression Computational Statistics and Data Analysis. 53: 4500-4507. DOI: 10.1016/J.Csda.2009.07.006  0.325
2008 Hawkins DM, Kraker JJ, Basak SC, Mills D. QSPR checking and validation: a case study with hydroxy radical reaction rate constant. Sar and Qsar in Environmental Research. 19: 525-39. PMID 18853300 DOI: 10.1080/10629360802349058  0.756
2008 Basak SC, Mills D, Hawkins DM. Predicting allergic contact dermatitis: a hierarchical structure-activity relationship (SAR) approach to chemical classification using topological and quantum chemical descriptors. Journal of Computer-Aided Molecular Design. 22: 339-43. PMID 18338224 DOI: 10.1007/S10822-008-9202-Y  0.332
2008 Hawkins DM, Maboudou-Tchao EM. Multivariate exponentially weighted moving covariance matrix Technometrics. 50: 155-166. DOI: 10.1198/004017008000000163  0.747
2008 Zamba KD, Tsiamyrtzis P, Hawkins DM. A sequential Bayesian control model for influenza-like illnesses and early detection of intentional outbreaks Quality Engineering. 20: 495-507. DOI: 10.1080/08982110802262800  0.701
2008 Tsiamyrtzis P, Hawkins DM. A Bayesian EWMA method to detect jumps at the start-up phase of a process Quality and Reliability Engineering International. 24: 721-735. DOI: 10.1002/Qre.952  0.698
2007 Fogel P, Young SS, Hawkins DM, Ledirac N. Inferential, robust non-negative matrix factorization analysis of microarray data. Bioinformatics (Oxford, England). 23: 44-9. PMID 17092989 DOI: 10.1093/Bioinformatics/Btl550  0.364
2007 Hawkins DM, Maboudou-Tchao EM. Self-starting multivariate exponentially weighted moving average control charting Technometrics. 49: 199-209. DOI: 10.1198/004017007000000083  0.749
2007 Kang CW, Lee MS, Seong YJ, Hawkins DM. A control chart for the coefficient of variation Journal of Quality Technology. 39: 151-158. DOI: 10.1080/00224065.2007.11917682  0.329
2007 Hawkins DM, Choi S, Lee S. A general multivariate exponentially weighted moving-average control chart Journal of Quality Technology. 39: 118-125. DOI: 10.1080/00224065.2007.11917679  0.355
2007 Basak SC, Mills D, Hawkins DM, Kraker JJ. Proper statistical modeling and validation in QSAR: A case study in the prediction of rat fat-air partitioning Aip Conference Proceedings. 963: 548-551. DOI: 10.1063/1.2836137  0.73
2007 Kraker JJ, Hawkins DM, Basak SC, Natarajan R, Mills D. Quantitative Structure-Activity Relationship (QSAR) modeling of juvenile hormone activity: Comparison of validation procedures Chemometrics and Intelligent Laboratory Systems. 87: 33-42. DOI: 10.1016/J.Chemolab.2006.03.001  0.772
2007 Mahmoud MA, Parker PA, Woodall WH, Hawkins DM. A change point method for linear profile data Quality and Reliability Engineering International. 23: 247-268. DOI: 10.1002/Qre.788  0.412
2006 Basak SC, Natarajan R, Mills D, Hawkins DM, Kraker JJ. Quantitative structure-activity relationship modeling of juvenile hormone mimetic compounds for Culex pipiens larvae, with a discussion of descriptor-thinning methods. Journal of Chemical Information and Modeling. 46: 65-77. PMID 16426041 DOI: 10.1021/Ci050215Y  0.773
2006 Hawkins DM, Basak SC, Kraker J, Geiss KT, Witzmann FA. Combining chemodescriptors and biodescriptors in quantitative structure-activity relationship modeling. Journal of Chemical Information and Modeling. 46: 9-16. PMID 16426034 DOI: 10.1021/Ci050252P  0.765
2006 Zamba KD, Hawkins DM. A multivariate change-point model for statistical process control Technometrics. 48: 539-549. DOI: 10.1198/004017006000000291  0.408
2006 Jandhyala VK, Fotopoulos SB, Hawkins DM. On the inconsistency of the change-point estimator for the NE family Metrika. 63: 309-315. DOI: 10.1007/S00184-005-0021-Z  0.307
2005 Basak SC, Natarajan R, Mills D, Hawkins DM, Kraker JJ. Quantitative structure-activity relationship modeling of insect juvenile hormone activity of 2,4-dienoates using computed molecular descriptors. Sar and Qsar in Environmental Research. 16: 581-606. PMID 16428133 DOI: 10.1080/10659360500468526  0.766
2005 Lukas JM, Hawkins DM, Kinsel ML, Reneau JK. Bulk tank somatic cell counts analyzed by statistical process control tools to identify and monitor subclinical mastitis incidence Journal of Dairy Science. 88: 3944-3952. PMID 16230700 DOI: 10.3168/Jds.S0022-0302(05)73080-0  0.377
2005 Tsiamyrtzis P, Hawkins DM. A bayesian scheme to detect changes in the mean of a short-run process Technometrics. 47: 446-456. DOI: 10.1198/004017005000000346  0.694
2005 Hawkins DM, Zamba KD. Statistical process control for shifts in mean or variance using a changepoint formulation Technometrics. 47: 164-173. DOI: 10.1198/004017004000000644  0.422
2005 Olive DJ, Hawkins DM. Variable selection for 1D regression models Technometrics. 47: 43-50. DOI: 10.1198/004017004000000590  0.338
2005 Hawkins DM, Zamba KD. A change-point model for a shift in variance Journal of Quality Technology. 37: 21-31. DOI: 10.1080/00224065.2005.11980297  0.417
2004 C Basak S, Mills D, El-Masri HA, Mumtaz MM, Hawkins DM. Predicting blood:air partition coefficients using theoretical molecular descriptors. Environmental Toxicology and Pharmacology. 16: 45-55. PMID 21782693 DOI: 10.1016/J.Etap.2003.09.002  0.395
2004 Hawkins DM, Basak SC, Mills D. QSARs for chemical mutagens from structure: ridge regression fitting and diagnostics. Environmental Toxicology and Pharmacology. 16: 37-44. PMID 21782692 DOI: 10.1016/J.Etap.2003.09.001  0.399
2003 Basak SC, Mills D, Hawkins DM, El-Masri HA. Prediction of human blood: air partition coefficient: a comparison of structure-based and property-based methods. Risk Analysis : An Official Publication of the Society For Risk Analysis. 23: 1173-84. PMID 14641892 DOI: 10.1111/J.0272-4332.2003.00390.X  0.383
2003 Liu L, Hawkins DM, Ghosh S, Young SS. Robust singular value decomposition analysis of microarray data. Proceedings of the National Academy of Sciences of the United States of America. 100: 13167-72. PMID 14581611 DOI: 10.1073/Pnas.1733249100  0.373
2003 Hawkins DM, Basak SC, Mills D. Assessing model fit by cross-validation. Journal of Chemical Information and Computer Sciences. 43: 579-86. PMID 12653524 DOI: 10.1021/Ci025626I  0.375
2003 Qiu P, Hawkins D. A nonparametric multivariate cumulative sum procedure for detecting shifts in all directions Journal of the Royal Statistical Society Series D: the Statistician. 52: 151-164. DOI: 10.1111/1467-9884.00348  0.376
2003 Hawkins DM, Qiu P, Kang CW. The changepoint model for statistical process control Journal of Quality Technology. 35: 355-366. DOI: 10.1080/00224065.2003.11980233  0.378
2003 Olive DJ, Hawkins DM. Robust regression with high coverage Statistics and Probability Letters. 63: 259-266. DOI: 10.1016/S0167-7152(03)00090-7  0.303
2003 Basak SC, Gute BD, Mills D, Hawkins DM. Quantitative molecular similarity methods in the property/toxicity estimation of chemicals: A comparison of arbitrary versus tailored similarity spaces Journal of Molecular Structure: Theochem. 622: 127-145. DOI: 10.1016/S0166-1280(02)00624-3  0.344
2002 Basak SC, Mills D, Hawkins DM, El-Masri HA. Prediction of tissue-air partition coefficients: a comparison of structure-based and property-based methods. Sar and Qsar in Environmental Research. 13: 649-65. PMID 12570043 DOI: 10.1080/1062936021000043409  0.361
2002 Hawkins DM. Diagnostics for conformity of paired quantitative measurements. Statistics in Medicine. 21: 1913-35. PMID 12111897 DOI: 10.1002/Sim.1013  0.389
2002 Hawkins DM, Olive DJ. Inconsistency of resampling algorithms for high-breakdown regression estimators and a new algorithm Journal of the American Statistical Association. 97: 136-147. DOI: 10.1198/016214502753479293  0.314
2002 Hawkins DM, Yin X. A faster algorithm for ridge regression of reduced rank data Computational Statistics and Data Analysis. 40: 253-262. DOI: 10.1016/S0167-9473(02)00034-8  0.378
2002 Jandhyala VK, Fotopoulos SB, Hawkins DM. Detection and estimation of abrupt changes in the variability of a process Computational Statistics and Data Analysis. 40: 1-19. DOI: 10.1016/S0167-9473(01)00108-6  0.373
2002 Hawkins DM, Oehlert GW. Correction to ?Characterization using normal or log-normal data with multiple censoring points? Environmetrics. 13: 407-407. DOI: 10.1002/Env.485  0.32
2001 Hawkins DM, Garrett JA, Stephenson B. Some issues in resolution of diagnostic tests using an imperfect gold standard Statistics in Medicine. 20: 1987-2001. PMID 11427955 DOI: 10.1002/Sim.819  0.316
2001 Hawkins DM, Basak SC, Shi X. QSAR with Few Compounds and Many Features Journal of Chemical Information and Computer Sciences. 41: 663-670. PMID 11410044 DOI: 10.1021/Ci0001177  0.378
2001 Qiu P, Hawkins D. A rank-based multivariate CUSUM procedure Technometrics. 43: 120-132. DOI: 10.1198/004017001750386242  0.338
2001 Beres DL, Hawkins DM. Plackett-Burman technique for sensitivity analysis of many-parametered models Ecological Modelling. 141: 171-183. DOI: 10.1016/S0304-3800(01)00271-X  0.327
2001 Hawkins DM. Fitting multiple change-point models to data Computational Statistics and Data Analysis. 37: 323-341. DOI: 10.1016/S0167-9473(00)00068-2  0.368
2000 Smyth GK, Hawkins DM. Robust frequency estimation using elemental sets Journal of Computational and Graphical Statistics. 9: 196-214. DOI: 10.1080/10618600.2000.10474874  0.36
2000 Stromberg AJ, Hössjer O, Hawkins DM. The Least Trimmed Differences Regression Estimator and Alternatives Journal of the American Statistical Association. 95: 853-864. DOI: 10.1080/01621459.2000.10474277  0.321
2000 Hawkins DM, Oehlert GW. Characterization using normal or log-normal data with multiple censoring points Environmetrics. 11: 167-181. DOI: 10.1002/(Sici)1099-095X(200003/04)11:2<167::Aid-Env395>3.0.Co;2-Q  0.375
1999 Hawkins DM, Olive D. Applications and algorithms for least trimmed sum of absolute deviations regression Computational Statistics and Data Analysis. 32: 119-134. DOI: 10.1016/S0167-9473(99)00029-8  0.388
1998 Young SS, Hawkins DM. Using Recursive Partitioning to Analyze a Large Sar Data Set Sar and Qsar in Environmental Research. 8: 183-193. DOI: 10.1080/10629369808039140  0.379
1997 Cornélissen G, Halberg F, Hawkins D, Otsuka K, Henke W. Individual assessment of antihypertensive response by self-starting cumulative sums Journal of Medical Engineering & Technology. 21: 111-120. PMID 9222952 DOI: 10.3109/03091909709031156  0.302
1997 Hawkins DM, Olwell DH. Inverse Gaussian cumulative sum control charts for location and shape Journal of the Royal Statistical Society Series D: the Statistician. 46: 323-335. DOI: 10.1111/1467-9884.00086  0.34
1997 Hawkins DM, McLachlan GJ. High-breakdown linear discriminant analysis Journal of the American Statistical Association. 92: 136-143. DOI: 10.1080/01621459.1997.10473610  0.363
1997 Crowder SV, Hawkins DM, MRRJ, Yashchin E. Process control and statistical inference Journal of Quality Technology. 29: 134-139. DOI: 10.1080/00224065.1997.11979742  0.316
1997 Hawkins DM, Young SS, Rusinko A. Analysis of a large structure-activity data set using recursive partitioning Quantitative Structure-Activity Relationships. 16: 296-302. DOI: 10.1002/Qsar.19970160404  0.364
1996 Roussanov B, Hawkins DM, Tatini SR. Estimating bacterial density from tube dilution data by a Bayesian method Food Microbiology. 13: 341-363. DOI: 10.1006/Fmic.1996.0040  0.331
1995 Bradu D, Hawkins DM. An Anscombe type robust regression statistic Computational Statistics and Data Analysis. 20: 355-386. DOI: 10.1016/0167-9473(94)00048-N  0.365
1994 Hawkins DM. The feasible solution algorithm for the minimum covariance determinant estimator in multivariate data Computational Statistics and Data Analysis. 17: 197-210. DOI: 10.1016/0167-9473(92)00071-X  0.398
1994 Hawkins DM. The feasible solution algorithm for least trimmed squares regression Computational Statistics and Data Analysis. 17: 185-196. DOI: 10.1016/0167-9473(92)00070-8  0.388
1993 Hawkins DM. The accuracy of elemental set approximations for regression Journal of the American Statistical Association. 88: 580-589. DOI: 10.1080/01621459.1993.10476310  0.358
1993 Hawkins DM. Robustification of Cumulative Sum Charts by Winsorization Journal of Quality Technology. 25: 248-261. DOI: 10.1080/00224065.1993.11979471  0.324
1993 Hawkins DM. Regression Adjustment for Variables in Multivariate Quality Control Journal of Quality Technology. 25: 170-182. DOI: 10.1080/00224065.1993.11979451  0.319
1993 Hawkins DM. The feasible set algorithm for least median of squares regression Computational Statistics and Data Analysis. 16: 81-101. DOI: 10.1016/0167-9473(93)90246-P  0.386
1993 Bradu D, Hawkins DM. Sample size requirements for multiple outlier location techniques based on elemental sets Computational Statistics and Data Analysis. 16: 257-270. DOI: 10.1016/0167-9473(93)90128-G  0.388
1993 Cook RD, Hawkins DM, Weisberg S. Exact iterative computation of the robust multivariate minimum volume ellipsoid estimator Statistics and Probability Letters. 16: 213-218. DOI: 10.1016/0167-7152(93)90145-9  0.32
1992 Hawkins DM. Evaluation of average run lengths of cumulative sum charts for an arbitrary data distribution Communications in Statistics - Simulation and Computation. 21: 1001-1020. DOI: 10.1080/03610919208813063  0.311
1992 Cook RD, Hawkins DM, Weisberg S. Comparison of model misspecification diagnostics using residuals from least mean of squares and least median of squares fits Journal of the American Statistical Association. 87: 419-424. DOI: 10.1080/01621459.1992.10475221  0.352
1992 Hawkins DM. A fast accurate approximation for average run lengths of CUSUM control charts Journal of Quality Technology. 24: 37-43. DOI: 10.1080/00224065.1992.11979372  0.316
1991 Hawkins DM. Diagnostics for use with regression recursive residuals Technometrics. 33: 221-234. DOI: 10.2307/1269048  0.369
1991 Hawkins DM. Multivariate quality control based on regression-adiusted variables Technometrics. 33: 61-75. DOI: 10.2307/1269008  0.347
1990 Cook RD, Hawkins DM. Unmasking Multivariate Outliers and Leverage Points: Comment Journal of the American Statistical Association. 85: 640. DOI: 10.2307/2289996  0.385
1990 Hawkins DM, Bradu D. Application of the Moore-Penrose inverse of a data matrix in multiple regression Linear Algebra and Its Applications. 127: 403-425. DOI: 10.1016/0024-3795(90)90353-E  0.321
1987 Hawkins DM. Self‐Starting Cusum Charts for Location and Scale The Statistician. 36: 299-316. DOI: 10.2307/2348827  0.349
1987 Galpin JS, Hawkins DM. Methods of L1 estimation of a covariance matrix Computational Statistics and Data Analysis. 5: 305-319. DOI: 10.1016/0167-9473(87)90054-5  0.306
1986 Galpin JS, Hawkins DM. Variable subset selection for optimal regression prediction at a specified point Journal of Applied Statistics. 13: 187-198. DOI: 10.1080/02664768600000027  0.33
1986 Fatti LP, Hawkins DM. Variable selection in heteroscedastic discriminant analysis Journal of the American Statistical Association. 81: 494-500. DOI: 10.1080/01621459.1986.10478295  0.313
1986 Hawkins DM, Wixley RAJ. A note on the transformation of chi-squared variables to normality American Statistician. 40: 296-298. DOI: 10.1080/00031305.1986.10475420  0.311
1984 Hawkins DM, Fatti LP. Exploring Multivariate Data using the Minor Principal Components The Statistician. 33: 325-338. DOI: 10.2307/2987737  0.327
1984 Hawkins DM, Bradu D, Kass GV. Location of several outliers in multiple-regression data using elemental sets Technometrics. 26: 197-208. DOI: 10.1080/00401706.1984.10487956  0.371
1984 Galpin JS, Hawkins DM. The use of recursive residuals in checking model fit in linear regression American Statistician. 38: 94-105. DOI: 10.1080/00031305.1984.10483175  0.384
1984 Hawkins DM, Cressie N. Robust kriging-A proposal Journal of the International Association For Mathematical Geology. 16: 3-18. DOI: 10.1007/Bf01036237  0.388
1982 Hawkins DM, Raath EL. An extension of geisser's discrimination model to proportional covariance matrices Canadian Journal of Statistics-Revue Canadienne De Statistique. 10: 261-270. DOI: 10.2307/3556192  0.332
1982 Hawkins DM, Eplett WJR. The Cholesky factorization of the inverse correlation or covariance matrix in multiple regression Technometrics. 24: 191-198. DOI: 10.1080/00401706.1982.10487758  0.319
1982 Hawkins DM. A method for stratigraphic correlation of several boreholes . DOI: 10.1007/Bf01029888  0.302
1981 Hawkins DM. A new test for multivariate normality and homoscedasticity Technometrics. 23: 105-110. DOI: 10.1080/00401706.1981.10486244  0.307
1981 Hawkins DM. A Cusum for a Scale Parameter Journal of Quality Technology. 13: 228-231. DOI: 10.1080/00224065.1981.11978762  0.318
1980 Hawkins DM. A note on fitting a regression without an intercept term American Statistician. 34: 233. DOI: 10.1080/00031305.1980.10483035  0.33
1979 Hawkins DM. Fractiles of an Extended Multiple Outlier Test Journal of Statistical Computation and Simulation. 8: 227-236. DOI: 10.1080/00949657908810268  0.301
1979 Hawkins DM, Ten Krooden JA. Zonation of sequences of heteroscedastic multivariate data Computers and Geosciences. 5: 189-194. DOI: 10.1016/0098-3004(79)90004-9  0.335
1978 Hawkins DM. Analysis of three tests for one or two outliers Statistica Neerlandica. 32: 137-148. DOI: 10.1111/J.1467-9574.1978.Tb01394.X  0.308
1976 Hawkins DM. Point Estimation of the Parameters of Piecewise Regression Models Journal of the Royal Statistical Society Series C-Applied Statistics. 25: 51-57. DOI: 10.2307/2346519  0.363
1975 Hawkins DM, Merriam DF. Segmentation of discrete sequences of geologic data Memoir of the Geological Society of America. 142: 311-315. DOI: 10.1130/Mem142-P311  0.315
1975 Hawkins DM. Relations between ridge regression and eigenanalysis of the augmented correlation matrix Technometrics. 17: 477-480. DOI: 10.1080/00401706.1975.10489375  0.308
1974 Hawkins DM. The detection of errors in multivariate data using principal components Journal of the American Statistical Association. 69: 340-344. DOI: 10.1080/01621459.1974.10482950  0.36
1974 Hawkins DM, Kew DS. Use of multivariate statistical methods in data-base maintenance Journal of the International Association For Mathematical Geology. 6: 47-57. DOI: 10.1007/Bf02111926  0.37
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