Books and Papers

Books

Hawkins, D. M., and Olwell, D. H., (1998), Cumulative Sum Charts and Charting for Quality Improvement, Springer Verlag, New York.

Hawkins, D. M., (Editor) (1982), Topics in Applied Multivariate Analysis, Cambridge University Press, and (1990), Japanese translation Tahenryo Kaiseki no Riron to Jissai, Medical Statistics Library, Tokyo.

Hawkins, D. M., (1980), Identification of Outliers, Chapman and Hall.

Recent Applications Publications

Serrero G, Hawkins DM, Bejarano PA, Ioffe O, Tkaczuk KR, Elliott RE, Head JF, Phillips J, Godwin AK, Weaver JE, Hichs D, Yue B, (2016) “Determination of GP88 (progranulin) expression in breast tumor biopsies improves the risk predictive value of the Nottingham Prognostic Index, Diagnostic Pathology, 11:71 DOI 10.186/s13000-016-0520-4

Fogel P, Gaston-Mathé Y, Hawkins D, Fogel F, Luta G, Young SS, (2016) “A novel clustering approach using non-negative matrix factorization – Applications to environmental research and public health” International Journal of Environmental Research and Public Health, 13, 509. DOI 10.3390/ijerph3050509.

Gruson D, Ferracin B, Ahn SA, Zierold C, Blocki F, Hawkins DM, Bonelli F, Rousseau MF. (2015) “1,25-Dihydroxyvitamin D to PTH(1-84) Ratios Strongly Predict Cardiovascular Death in Heart Failure”, PLoS One. 26;10(8):e0135427. DOI: 10.1371/journal.pone.0135427.

Moore RA, Miller, Horan T, Singh R, Kawar N, Eklund E, Lambert-Messerlian G, McCourt C, Hawkins D, Granai C (2013 “A novel marker for the management of women diagnosed with endometrial adenocarcinoma of the uterus“ Gynecologic Oncology 07/2013; 130(1). DOI:10.1016/j.ygyno.2013.04.269

Moore RG, Hawkins DM, Miller CM, Landrum LM, Gajewski W, Ball JJ, Allard JW, Skates SJ, (2014) “Combining clinical assessment and the Risk of Ovarian Malignancy Algorithm for the prediction of ovarian cancer”, Gynecologic Oncology. 135 547-551 DOI: 10.1016/j.ygyno.2014.10.017

Boerwinkel DF, Holz JA, Hawkins DM, Curvers WL, Aalders MC, Weusten BL, et al. (2015) “Fluorescence spectroscopy incorporated in an Optical Biopsy System for the detection of early neoplasia in Barrett’s esophagus”, Dis. Esophagus 28, , 345–351, DOI: 10.1111/dote.12193

Valcour A, Blocki F, Hawkins DM, and Rao SD, (2012), Effects of age and serum 25-OH-Vitamin D on serum parathyroid hormone levels, Journal of Clinical Endocrinology and Metabolism, 97, 3989-3995. http://dx.doi.org/10.1210/jc.2012-2276
Serrero G, Hawkins DM, Yue, B, Ioffe O, Bejarano, P, Phillips, JT, Head JF, Elliott, RL, Tkaczuk KR, Godwin AK, Weaver J-E, Kim, WE, (2011) “Association of GP88 (progranulin) tumor expression with decreased disease-free and overall survivals in breast cancer patients with ER positive invasive ductal carcinoma”, Journal of Clinical Oncology 29, 15S, 71s.

Basak SC, Mills DM, and Hawkins DM, (2011), “Characterization of Dihydrofolate Reductases from Multiple Strains of Plasmodium Falciparum Using Mathematical Descriptors of Their Inhibitors”, Chemistry and Biodiversity, 8, 440 – 453.

Methodology Papers

Hawkins DM and Lombard F, (2014), “Segmentation of Circular Data”, Journal of Applied Statistics, http://dx.doi.org/10.1080/02664763.2014.934665

Holland MD and Hawkins DM, (2014) “A Control Chart Based on a Nonparametric Multivariate Change-Point Model,” Journal of Quality Technology 46, 63-77.

Hawkins DM, and Wu Q, (2014) “The CUSUM and the EWMA Head-to-Head” Quality Engineering. 26, 215-222  DOI:10.1080/08982112.2013.817014

Hawkins DM, “A Model for Assay Variability”, (2014) Statistics for Biopharmaceutical Research.  6, 263-269 DOI:10.1080/19466315.2014.899511

Maboudou-Tchao, E., M., and Hawkins, D. M., (2013) “Detection of Multiple Change-Points in Multivariate Data”, Journal of Applied Statistics. 40, 1979-1995  DOI: 10.1080/02664763.2013.800471 http://dx.doi.org/10.1080/02664763.2013.800471

Hawkins DM, (2013) “A General Variance Model for Methods Comparison”, Journal of Chemometrics, 27, 414-419.  http://dx.doi.org/10.1002/cem.2550

Hawkins DM, and Maboudou-Tchao EM, (2013) “Smoothed Linear Modeling for Smooth Spectral Data.”   International Journal of Spectroscopy, http://dx.doi.org/10.1155/2013/604548

Zamba KD, Tsiamyrtzis P, and Hawkins DM, (2013) “A Three-State Recursive Sequential Bayesian Algorithm for Biosurveillance”,  Computational Statistics and Data Analysis, 58, 82-97. http://dx.doi.org/10.1016/j.csda.2011.04.015

Fogel P, Hawkins DM, Beecher C, Luta G, and Young SS, (2013)  “A Tale of Two Matrix Factorizations”,  The American Statistician, 67, 207-218.  http://dx.doi.org/10.1080/00031305.2013.845607