David m

DAVID M. ROCKE
Curriculum Vitae
May 2009

EDUCATION
Ph.D., University of Illinois, Chicago (Mathematics)
Supplemental Coursework, University of Chicago (Statistics)
M.A., University of Illinois, Chicago (Mathematics)
A.B., Shimer College (Mathematics and Physics)
HONORS
National Merit Scholarship
Graduated “With Distinction” from Shimer College
National Science Foundation Graduate Fellowship
Fellow of the Royal Statistical Society
Youden Prize, Chemical Division, American Society for Quality Control
Award for Interlaboratory Testing, American Statistical Association
Shewell Award, Chemical and Process Industries Division, American Society for Quality Control
Fellow of the American Statistical Association
Statistics in Chemistry Award, American Statistical Association
Elected to Membership in the International Statistical Institute
Distinguished Service Award, Division of Molecular Orthopaedics, University of Pennsylvania
Fellow, American Association for the Advancement of Science
EMPLOYMENT
Distinguished Professor, Division of Biostatistics, Dept. of Public Health Sciences (Medicine), UC Davis,
Distinguished Professor, Department of Applied Science (Engineering), UC Davis, 2007–present, Member, UC Davis Genome Center, 2004–present. Member, UC Davis Cancer Center, 1998–present. Co-Director, Institute for Data Analysis and Visualization (formerly Center for Image Processing and Integrated Computing), UC Davis, 1996–2007. Director, Center for Digital Security, UC Davis, 2001–2007. Director, Center for Statistics in Science and Technology, UC Davis, 1995–99. Professor Graduate School of Management, UC Davis, 1986–2000. Associate Professor, 1980–1986. Academic Visitor, Department of Mathematics, Imperial College, London, 1987–1988. University Professor of Business Administration, Governors State University, 1974–80. RECENT GRANTS AND CONTRACTS
Department of Energy, 2009-12, Inter-Individual Variability in Human Response to Low-Dose Ionizing
Ovarian Cancer Research Fund, 2009–2011, Evaluation of the Glycomics Assay as a Diagnostic Test for Epithelial Ovarian Cancer, Co-PI, Gary Leiserowitz, PI. National Institutes of Health, National Institute of Allergy and Infectious Diseases R21-AI080604, 2008– 2012, Molecular Mechanisms and Novel Therapeutic Approaches to Combined Radiation and Burn Wound Injury, Rocke and Isseroff are dual PI’s. Department of Energy DE-FG02-07ER64341, 2006–2009, Genome Wide Evaluation of Normal Human Tissue in Response to Controlled, In vivo Low-Dose Low LET Ionizing Radiation Exposure: Pathways and Mechanisms, PI. Air Force Office of Scientific Research FA9550-07-1-0146, 2007–2009, Molecular Mechanisms of Nonlinearity in Response to Low-Dose Ionizing Radiation, PI. National Institutes of Health, National Human Genome Research Institute R01-HG003352, 2006–2010, Methods for Analysis of High-Throughput Assay Data, PI. National Institutes of Health, National Institute of Environmental Health Sciences P42-ES04699, 1988– 2010, Statistical analysis of toxics measurement data, PI of Statistics Core, Bruce Hammock, PD. Office of Statewide Health Planning and Development, State of California, 2004–2009, Analysis of Coronary Artery Bypass Graft Outcomes, Co-PI responsible for statistical analysis, Rich Kravitz, PI. Air Force Office of Scientific Research FA9550-06-1-0132, 2005–2006, Molecular Mechanisms of Nonlinearity in Response to Low-Dose Ionizing Radiation, Co-PI, Zelanna Goldberg, PI.
MEMBERSHIP IN PROFESSIONAL SOCIETIES
American Association for the Advancement of Science (Fellow)
American Association for Cancer Research
American Mathematical Society
American Society of Biochemistry and Molecular Biology
American Society for Radiation Oncology (ASTRO)
American Statistical Association (Fellow)
Biometric Society
Institute of Mathematical Statistics
International Association for Statistical Computing
International Society for Computational Biology
International Statistical Institute (Elected Member)
Radiation Research Society
Royal Statistical Society (Fellow)
PROFESSIONAL SOCIETY OFFICES AND COMMITTEES
International Society for Computational Biology
GRADUATE PROGRAM MEMBERSHIP AT UC DAVIS
Graduate Group in Applied Mathematics
Graduate Program in Applied Science
Graduate Group in Biomedical Engineering
Graduate Group in Biostatistics
Designated Emphasis in Biotechnology
Graduate Group in Computer Science
Graduate Group in Epidemiology
Graduate Group in Pharmacology and Toxicology
Graduate Group in Statistics

EDITORIAL AND REVIEW
Associate Editor, Journal of the American Statistical Association, Theory and Methods, 2005–2011
Associate Editor, Bioinformatics, 2005–11
Member, Editorial Board, BMC Bioinformatics, 2005–
Member, Editorial Board, Journal of Bioinformatics—Theory and Applications, 2005–
Member, Editorial Board, Molecular and Cellular Proteomics, 2005–2010
Associate Editor, Metrika, 1998–2007
Associate Editor, Biometrics, 1997–2000
Associate Editor, Journal of Business and Economic Statistics, 1986–1995
Member Biodata Management and Analysis Study Section, NIH, 2007–2010.
Ad Hoc member of NIH study sections in bioinformatics, software, genetics, and genomics.
Recent Reviewer for: Bioinformatics, BMC Bioinformatics, BMC Genomics, Biometrics, Biometrika,
Computational Statistics and Data, Analysis, Journal of Computational Biology, Journal of Immunological Methods, Journal of the American Statistical Association, Molecular and Cellular Proteomics, Nucleic Acids Research, Technometrics,.
BOOKS
1995
George W. Downs and David M. Rocke, Optimal Imperfection? Domestic Uncertainty and Institutions in International Relations, Princeton: Princeton University Press. George W. Downs and David M. Rocke, Tacit Bargaining, Arms Races, and Arms Control, Ann Arbor: University of Michigan Press.
ARTICLES AND PAPERS
2009
Bao-Qing Li, Dan Li, Derick H. Lau, D. Gregory Farwell, David M. Rocke, Claus C. Yang, Richard S. Jennelle, Jean Courquin, James A. Purdy, and Allen M. Chen, “Association of Dosimetric Parameters with Prolonged Dysphagia in Patients with Head and Neck Cancer Treated Definitively with Concurrent Intensity-Modulated Radiotherapy and Chemotherapy,” submitted for publication. Federico Martinelli, Sandra L. Uratsu, Russell Reagan, Ying Chen, David Tricoli, Oliver Fiehn, David M. Rocke, Charles S. Gasser, and Abhaya M. Dandekar, “Gene Regulation in Parthenocarpic Tomato Fruit,” submitted for publication. Yuanxin Xi, Que N Van, Gary M Muschik, Timothy D Veenstra, Hong Lou, Michael Dean, Sharon Terry, and David M Rocke, “Comparison of Dimension Reduction and Classification Methods in Two-Dimensional Total Correlation NMR Spectroscopy Metabolomic Profiling,” submitted for publication. Ying Chen, Rebecca Wu, James Felton, David M. Rocke, and Anu Chakicherla, “A Method of Detecting Differential Gene Expression for Cross-Species Hybridization Experiments,” submitted for publication. Dan Li, Susanne R. Berglund, Alison Santana, Robert H. Rice, Zelanna Goldberg, David M. Rocke, “Statistical Differential Analysis of Protein Expression Data from Two-Dimensional Gel Electrophoresis,” submitted for publication. Cameron A. Wheeler, Seyed R. Jafarzadeh, David M. Rocke, and Alan J. Grodzinsky, “IGF-1 Does Not Moderate The Time-Dependent Transcriptional Patterns Of Key Homeostatic Genes Induced By Sustained Compression Of Bovine Cartilage,” Osteoarthritis and Cartilage, in press. Robert H. Rice, David M. Rocke, Hua-Sheng Tsai, Young Jin Lee, and John P. Sundberg, “Distinguishing Mouse Strains by Proteomic Analysis of Pelage Hair,” Journal of Investigative Dermatology, in press. Susanne R. Berglund, Alison Santana, Dan Li, Robert H. Rice, David M. Rocke, and Zelanna
Goldberg, “Proteomic Analysis of Low Dose Arsenic and Ionizing Radiation Exposure on
Keratinocytes,” Proteomics, 9, 1925–1938.
Blythe A. Corbett, Laura J. Constantine, Robert Hendren, David Rocke, Sally Ozonoff, “Executive Functioning in Children with Autism Spectrum Disorder, Attention Deficit Hyperactivity Disorder and Typical Development,” Psychiatry Research, 166, 210–222. David M. Rocke, Trey Ideker, Olga Troyanskaya, John Quackenbush, and Joaquin Dopazo,
”Papers on Normalization, Variable Selection, Classification, or Clustering of Microarray Data”
(Editorial), Bioinformatics, 25, 701–702.
Donald A. Barkauskas, Hyun Joo An, Scott Kronewitter, Maria Lorna de Leoz, Susanne
Miyamoto, Gary S. Leiserowitz, Carlito B. Lebrilla, and David M. Rocke, “Detecting Glycan
Cancer Biomarkers using MALDI FT-ICR mass spectrometry data,” Bioinformatics, 25, 251–
257.
Raja K. Sivamani, Christine E. Pullar, Catherine G. Manabat-Hidalgo, David M. Rocke, Richard C. Carlsen, David G. Greenhalgh, R. Rivkah Isseroff, “Stress mediated increases in systemic and local epinephrine impair skin wound healing: potential new indication for beta blockers,” PLOS Medicine, 6(1): e1000012. Zhongmin Li, Richard L. Kravitz, James P. Marcin, Patrick S. Romano, David M. Rocke, Timothy A. Denton, Ralph G. Brindis, Jian Dai, and Ezra A. Amsterdam, “Survival Enhancing Indications for Coronary Artery Bypass Graft Surgery in California,” BMC Health Services Research, , 8:257. Ki-Hong Jung, Christopher Dardick, Laura E. Bartley, Peijian Cao, Jirapa Phetsom, Patrick Canlas, Young-Su Seo, Michael Shultz, Shu Ouyang, Qiaoping Yuan, Bryan C. Frank, Eugene Ly, Li Zheng, Yi Jia, An-Ping Hsia, Kyungsook An, H. H. Chou, David Rocke, Geun Cheol Lee, Patrick S. Schnable, Gynheung An, C. Robin Buell, and Pamela C. Ronald, “Refinement of Light-responsive Candidate Genes using Rice Oligonucleotide Arrays: Evaluation of Gene-redundancy,” PLoS ONE 3(10): e3337. Yuanxin Xi and David M. Rocke, “Baseline Correction for NMR Spectroscopic Metabolomics
Data Analysis,” BMC Bioinformatics, 9:324.
Ruixiao Lu, Geun-Cheol Lee, Michael Shultz, Chris Dardick, Kihong Jung, Jirapa Phetsom, Yi
Jia, Robert H. Rice, Zelanna Goldberg, Patrick S. Schnable, Pamela Ronald and David M. Rocke,
“Assessing Probe-Specific Dye and Slide Biases in Two-Color Microarray Data,” BMC
Bioinformatics, 9:314.
Marike Zwienenberg-Lee, Jonathan Hartman, Nancy Rudisill, Lori Kennedy Madden, Karen
Smith, Joseph Eskridge, David Newell, Bon Verweij, M. Ross Bullock, Andrew Baker, William
Coplin, Robert Mericle, Jian Dai, David Rocke, J. Paul Muizelaar, “Effect of Prophylactic
Transluminal Balloon Angioplasty on cerebral vasospasm and outcome in patients with Fisher
Grade III subarachnoid hemorrhage—Results of a phase II multicenter, randomized, clinical
trial,” Stroke, 39, 1759–1765.
James P. Marcin, Zhongmin Li, Richard L. Kravitz, Jian J. Dai, David M. Rocke, and Patrick S.
Romano, “The CABG Surgery Volume-Outcome Relationship: Temporal Trends and Selection
Effects in California, 1998-2004,” Health Services Research, 43, 174–192
Susanne R. Berglund, David M. Rocke, Jian Dai, Chad W. Schwietert, Alison Santana, Robin L.
Stern, Joerg Lehmann, Christine L. Hartmann Siantar, and Zelanna Goldberg, “Transient
Genome-Wide Transcriptional Response to Low-Dose Ionizing Radiation In-Vivo in Humans,”
International Journal of Radiation Oncology, Biology, Physics, 70, 229–234.
Jingjing Ye, Hao Liu, Crystal Kirmiz, Carlito B. Lebrilla, and David M. Rocke, “On the Analysis
of Glycomics Mass Spectrometry Data via the Regularized Area under the ROC Curve,” BMC
Bioinformatics, 8:477.
Blythe A. Corbett, Aaron B. Kantor, Howard Shulman,Wynn L. Walker, Lisa Lit, Paul Ashwood,
David M. Rocke, and Frank R. Sharp, “A Proteomic Study of Serum from Children with Autism
Showing Differential Expression of Apolipoproteins and Complement Proteins,” Molecular
Psychiatry, 12, 292–306.
J Bruce German, Floyd L Schanbacher, Bo Lönnerdal, Juan F Medrano, Mark A McGuire, James
L McManaman, David M Rocke, Timothy P Smith, Margaret C Neville, Paul Donnelly, Matthew
Lange, and Robert Ward, “International Milk Genome Consortium,” Trends in Food Science and
Technology, 17, 656–661.
Miguel A. Rea, Lei Zhou, Qin Qin, Yann Barrandon, Karen Easley, Sarah Gungner, Marjorie A.
Phillips, William S. Holland, Paul H. Gumerlock, David M Rocke, and Robert H. Rice,
“Spontaneous Immortalization of Human Epidermal cells with Naturally Elevated Telomerase,”
Journal of Investigative Dermatology, 126, 2507–2515.
Hyun Joo An, John S. Tillinghast, David L. Woodruff, David M. Rocke, and Carlito B. Lebrilla,
“A New Computer Program (GlycoX) to determine simultaneously the Glycosylation Sites and
Oligosaccharide Heterogeneity of Glycoproteins,” Journal of Proteome Research, 5, 2800–2808.
Zelanna Goldberg, David M. Rocke, Chad Schwietert, Susanne R. Berglund, Alison Santana,
Angela Jones, Jörg Lehmann, Robin Stern, Ruixiao Lu, and Christine Hartmann Siantar, “Human
In Vivo Dose Response to Controlled, Low-Dose Low LET Ionizing Radiation Exposure,”
Clinical Cancer Research, 12, 3723–3729.
Jian J. Dai, Linh H. Lieu, and David M. Rocke, “Dimension Reduction for Classification with
Gene Expression Microarray Data,” Statistical Applications in Genetics and Molecular Biology,
5(1), Article 6.
Joerg Lehmann, Robin L. Stern, Thomas P. Daly, David M. Rocke, Chad W. Schwietert, Gregory
E. Jones, Michelle L. Arnold, Christine L. Hartmann-Siantar, and Zelanna Goldberg, “Dosimetry
for quantitative analysis of the effects of low-dose ionizing radiation in radiation therapy
patients,” Radiation Research, 165, 240–247.
Joseph A. Kitterman, Sharon Kantanie, David M. Rocke, and Frederick S. Kaplan, “Iatrogenic
Harm Caused By Diagnostic Errors In Fibrodysplasia Ossificans Progressiva,” Pediatrics,
116, E654–E661.
Lei Zhou and David M. Rocke, “An Expression Index for Affymetrix GeneChips Based on the
Generalized Logarithm,” Bioinformatics, 21, 3983–3989.
David M. Rocke, Zelanna Goldberg, Chad Schwietert, and Alison Santana, “A Method for
Detection of Differential Gene Expression in the Presence of Inter-Individual Variability in
Response,” Bioinformatics, 21, 3990–3992.
Johanna Hardin and David M. Rocke, “The Distribution of Robust Distances,” Journal of
Computational and Graphical Statistics, 14, 928–946.
Kristina Abel, David M. Rocke, Barinderpal Chohan, Linda Fritts, and Christopher J. Miller,
“The Temporal and Anatomic Relationship between Virus Replication and Cytokine Gene
Expression After Vaginal Simian Immunodificiency Virus Infection,” Journal of Virology, 79,
12164–12172.
Shagugta Aslam and David M. Rocke, “A Robust Testing Procedure for the Equality of
Covariance Matrices,” Computational Statistics and Data Analysis, 49, 864–874.
David M. Rocke, “Design and Analysis of Experiments with High Throughput Biological Assay
Data,” Seminars in Cell and Developmental Biology, 15, 708–713.
Parul V. Purohit, David M. Rocke, Mark R. Viant, and David L. Woodruff, “Discrimination
Models using Variance-Stabilizing Transformation of Metabolomic NMR Data,” Omics, 8, 118–
130.
Richard F. Scarlett, David M. Rocke, Sharon Kantanie, Jean Patel, Eileen M. Shore, and
Frederick S. Kaplan, “Influenza-like Viral Illnesses and Flare-ups of Fibrodysplasia Ossificans
Progressiva,” Clinical Orthopaedics and Related Research, 423, 275–279.
Danh Nguyen and David M. Rocke, “On Partial Least Squares Dimension Reduction for
Microarray-Based Classification: A Simulation Study,” Computational Statistics and Data
Analysis, 46, 407–425.
Machelle D. Wilson, Susan L. Ustin, and David M. Rocke, “Classification of Contamination in
Salt Marsh Plants Using Hyperspectral Data, IEEE Transactions on Geoscience and Remote
Sensing, 42, 1088–1095.
Blythe Durbin and David M. Rocke, “Variance-Stabilizing Transformations for Two-Color
Microarrays,” Bioinformatics, 20, 660–667.
Machelle Wilson, David M. Rocke, Blythe Durbin, and Henry Kahn, “Detection limits and
goodness-of-fit measures for the two-component model of chemical analytical error,” Analytica
Chimica Acta, 509, 197–208.
Jian Dai, Stefan Lorenzato, and David M. Rocke, “A Knowledge-Based Model for Watershed
Assessment for Sediment” Environmental Modelling and Software, 19, 423–433.
Johanna Hardin and David M. Rocke, “Outlier Detection in the Multiple Cluster Setting using the
Minimum Covariance Determinant Estimator,” Computational Statistics and Data Analysis, 44,
625–638.
Sue Geller, Jeff Gregg, Paul Hagerman, and David M. Rocke, “Transformation and
Normalization of Oligonucleotide Microarray Data,” Bioinformatics, 19, 1817–1823.
Parul V. Purohit and David M. Rocke, “Discriminant Models for High-Throughput Proteomics
Mass Spectrometer Data,” Proteomics, 3, 1699–1703.
David M. Rocke and Blythe P. Durbin, “Approximate Variance-Stabilizing Transformations for
Gene-Expression Microarray Data,” Bioinformatics, 19, 966–972.
Blythe Durbin and David M. Rocke, “Estimation of Transformation Parameters for Microarray
Data,” Bioinformatics, 19, 1360–1367.
David M. Rocke, Blythe Durbin, Machelle Wilson, and Henry Kahn, “Modeling Uncertainty in
Analytical Measurements for Analysis of Bioavailability,” Ecotoxicology and Environmental
Safety, 56, 78–92.
Joseph A. Caruso, Björn Klaue, Bernhard Michalke, and David M. Rocke, “Methodologies for
Assessing Exposure to Metals, Group Assessment: Elemental Speciation,” Ecotoxicology and
Environmental Safety, 56, 32–44.
David M. Rocke and Jian Dai, “Sampling and Subsampling for Cluster Analysis in Data Mining,
with Applications to Sky Survey Data,” Data Mining and Knowledge Discovery, 7, 215–232.
Yihua Zhao, Benjamin P.C. Chen, Hui Miao, Suli Yuan, Yi-Shuan Li, Yingli Hu, David M.
Rocke, and Shu Chien, “Improved Significance Test for DNA Microarray Data: Temporal Effects
of Shear Stress on Endothelial Genes,” Physiological Genomics, 12, 1–11.
Danh Nguyen and David M. Rocke, “Partial Least Squares Proportional Hazard Regression for
Application to DNA Microarray Survival Data,” Bioinformatics, 18, 1625–1632.
David M. Rocke and David L. Woodruff, “Computational Connections Between Robust Multivariate Analysis and Clustering,” in COMPSTAT 2002 Proceedings in Computational Statistics, Wolfgang Härdle and Bernd Rönz eds., 255–260, Heidelberg: Physica-Verlag. Danh Nguyen and David M. Rocke, “Multi-Class Cancer Classification via Partial Least Squares
with Gene Expression Profiles,” Bioinformatics, 18, 1216–1226.
Blythe Durbin, Johanna Hardin, Douglas Hawkins, and David M. Rocke, “A Variance-Stabilizing
Transformation for Gene-Expression Microarray Data,” Bioinformatics, 18, S105–S110.
Sue Geller, Lei Zhou, Jeff Gregg, Paul Hagerman, and David M. Rocke, “Measurement Error and Reproducibility of Affymetrix Microarray Data with Application to Autism,” (extended abstract), in Currents in Computational Molecular Biology 2002, Liliana Florea, Brian Walenz, and Sridhar Hannenhalli, eds., 68–69, RECOMB 2002. Blythe Durbin, Johanna Hardin, Douglas Hawkins, and David M. Rocke, “A Variance-Stabilizing Transformation for Microarray Data,” (extended abstract), in Currents in Computational Molecular Biology 2002, Liliana Florea, Brian Walenz, and Sridhar Hannenhalli, eds., 51–52, RECOMB 2002. Danh Nguyen and David M. Rocke, “Classification of Acute Leukemia Based on DNA Microarray Gene Expressions Using Partial Least Squares,” in Methods of Microarray Data Analysis, S. M. Lin and K. F. Johnson, eds., 109–124, Boston: Kluwer Academic. Geoffrey Jones and David M. Rocke “Multivariate Survival Analysis with Doubly-Censored
Data: Application to the Assessment of Accutane Treatment for Fibrodysplasia Ossificans
Progressiva,” Statistics in Medicine, 21, 2547–2562.
Danh Nguyen and David M. Rocke, “Tumor Classification by Partial Least Squares using
Microarray Gene Expression Data,” Bioinformatics, 18, 39–50.
Danh V. Nguyen and David M. Rocke, “Assessing Patient Survival Using Microarray Gene
Expression Data via Partial Least Squares Proportional Hazard Regression.” Computing Science
and Statistics, 33, 376–389.
David M. Rocke and Blythe Durbin, “A Model for Measurement Errors for Gene Expression
Arrays,” Journal of Computational Biology, 8, 557–569.
David M. Rocke and David L. Woodruff “Discussion of `Multivariate Outlier Detection and
Robust Covariance Matrix Estimation,’” Technometrics, 43, 300–303.
Geoffrey Jones and David M. Rocke, “Analyte Identification in Multivariate Calibration,”
Biometrics, 57, 571–576.
Jian Dai and David M. Rocke, “A GIS-Based Approach to Spatial Allocation of Area Source
Solvent Emissions,” Environmental Modelling and Software, 15, 293–302.
Jian Dai and David M. Rocke, “Modeling Spatial Variation in Area Source Emissions—A
Poisson Regression Approach,” Journal of Agricultural, Biological and Environmental Statistics,
5, 7–21.
Bruce N. Leistikow, Daniel C. Martin, Jeffrey Jacobs, David M. Rocke, and Kyle Noderer,
“Smoking as a Risk Factor for Accident Death: A Meta-analysis of Cohort Studies,” Accident
Analysis and Prevention, 32, 397–405.
Dan Coleman Xiaopeng Dong, Johanna Hardin, David M. Rocke, and David L. Woodruff, “Some
Computational Issues in Cluster Analysis with No A Priori Metric,” Computational Statistics and
Data Analysis, 31, 1–12.
Geoffrey Jones and David M. Rocke “Bootstrapping in Controlled Calibration Experiments,”
Technometrics, 41, 224–233.
Bruce N. Leistikow, Daniel C. Martin, Jeffrey Jacobs, and David M. Rocke, “Smoking as a Risk
Factor for Injury Death: A Meta-analysis of Cohort Studies,” Preventive Medicine, 27, 871–878.
David M. Rocke, “Constructive Statistics: Estimators, Algorithms, and Asymptotics,” Computing
Science and Statistics, 30, 3–14.
Kelli Hoover, Susan A. Alaniz, Julie L. Yee, David M. Rocke, Bruce D. Hammock, and Sean S.
Duffey, “Dietary Protein and Chlorogenic Acid Effect on Baculoviral Disease of Noctuid
(lepidoptera: Noctuidae) Larvae,” Environmental Entomology, 27, 1264–1272.
George W. Downs, David M. Rocke, and Peter N. Barsoom, “Managing the Evolution of
Multilateralism,” International Organization, 52, 397–419.
David M. Rocke, “A Perspective on Statistical Tools for Data Mining Applications,” Proceedings of the Second International Conference on Practical Application of Knowledge Discovery and Data Mining, 313–318. Kelli Hoover, Julie L. Yee, Christine M. Schultz, David M. Rocke, Bruce D. Hammock, and Sean
S. Duffey, “Effects of Plant Identity and Chemical Constituents on the Efficacy of a Baculovirus
Against Heliothis Virescens,” Journal of Chemical Ecology, 24, 221–252.
Frederick S. Kaplan, Jeffrey R. Sawyer, Susan Connors, Karen Keough, Eileen Shore, Francis
Gannon, David Glaser, David M. Rocke, Michael A. Zasloff, and Judah Folkman, “Urinary Basic
Fibroblast Growth Factor: A Biochemical Marker for Preosseous Fibroproliferative Lesions in
Patients Who Have Fibrodysplasia Ossificans Progressiva,” Clinical Orthopaedics and Related
Research, 346, 59–65
David L. Glaser, David M. Rocke, and Frederick S. Kaplan, “Catastrophic Falls in Patients Who
Have Fibrodysplasia Ossificans Progressiva,” Clinical Orthopaedics and Related Research, 346,
110–116.
Michael A. Zasloff, David M. Rocke, Leslie J. Crofford, Gregory V. Hahn, and Frederick S.
Kaplan, “Treatment of Patients Who Have Fibrodysplasia Ossificans Progressiva with 13-cis-
Retinoic Acid (Isotretinoin),” Clinical Orthopaedics and Related Research, 346, 121–129.
Jeffrey R. Sawyer, John J. Klimkeiwicz, Joseph P. Iannotti, and David M. Rocke., “Mechanism
for Superior Subluxation of the Glenohumeral Joint in Patients Who Have Fibrodysplasia
Ossificans Progressiva,” Clinical Orthopaedics and Related Research, 346, 130–133.
David M. Rocke, “Laboratory Quality Control,” in Encyclopedia of Biostatistics, New York: John Wiley. David M. Rocke and Geoffrey Jones, “Optimal Design for ELISA and other forms of
Immunoassay,” Technometrics, 39, 162–170.
David M. Rocke and David L. Woodruff, “Robust Estimation of Multivariate Location and
Shape,” Journal of Statistical Planning and Inference, 57, 245–255.
Geoffrey Jones, Monika Wortberg, David M. Rocke, and Bruce D. Hammock, “Immunoassay of Cross-Reacting Analytes,” in Immunochemical Technology for Environmental Applications, D. S. Aga and E. M. Thurman, eds., ACS Symposium Series No. 657, 331–342, Washington, D.C.: American Chemical Society Publications. Geoffrey Jones, Monika Wortberg, Bruce D. Hammock, and David M. Rocke, “A Procedure for
the Immunoanalysis of Samples Containing One or More Members of a Group of Cross-Reacting
Analytes,” Analytica Chimica Acta, 336, 175–183.
David M. Rocke and David L. Woodruff, “Identification of Outliers in Multivariate Data,”
Journal of the American Statistical Association, 91, 1047–1061.
David M. Rocke, “Robustness Properties of S-Estimators of Multivariate Location and Shape in
High Dimension,” Annals of Statistics, 24, 1327–1345.
George W. Downs, David M. Rocke, and Peter N. Barsoom, “Is the Good News about
Compliance Good News for Cooperation?” International Organization, 50, 379–406, reprinted in
International Institutions Lisa A Martin and Beth A Simmons, eds., 2001, Cambridge:MIT Press.
Geoffrey Jones, Monika Wortberg, Sabine B. Kreissig, Bruce D. Hammock, and David M.
Rocke, “On the Application of the Bootstrap to Calibration Experiments,” Analytical Chemistry,
68, 763–770.
Monika Wortberg, Geoffrey Jones, Sabine B. Kreissig, David M. Rocke, and Bruce D.
Hammock, “An Approach to the Construction of an Immunoarray for Differentiating and
Quantitating Cross Reacting Analytes,” Analytica Chimica Acta, 319, 291–303.
Wayne Luchetti, Randolph B. Cohen, Gregory V. Hahn, David M. Rocke, Mark Helpin, Michael
A. Zasloff, and Frederick S. Kaplan, “Severe Restriction in Jaw Movement Following Routine
Injection of Local Anesthetic in Patients who have Fibrodysplasia Ossificans Progressiva,” Oral
Surgery, Oral Medicine, Oral Pathology, Oral Radiology, and Endodontics, 81, 21–25.
Geoffrey Jones, Monika Wortberg, Sabine B. Kreissig, Bruce D. Hammock, and David M.
Rocke, “Sources of Experimental Variation in Calibration Curves for Enzyme-Linked
Immunosorbent Assay,” Analytica Chimica Acta, 313, 197–207.
David M. Rocke and Michelle Pallas “Prediction of Automotive Emissions from Gasoline Composition,” Proceedings of the 1994 Spring Research Conference on Statistics in Industry and Technology, American Statistical Association. David M. Rocke, “Optimal Design of Quantitative Immunoassay Protocols,” in New Frontiers in Agrochemical Immunoassay, David Kurtz, ed., Washington, DC: Association of Official Analytical Chemists, 251–259. Thomas F. Lanchoney, Randolph B. Cohen, David M. Rocke, Michael A. Zasloff, and Frederick
S. Kaplan, “Permanent Heterotopic Ossification at the Injection Site Following Routine
Diphtheria-Tetanus-Pertussis Immunizations in Children who have Fibrodysplasia Ossificans
Progressiva,” Journal of Pediatrics, 126, 762–764.
David M. Rocke and Stefan Lorenzato, “A Two-Component Model for Measurement Error in
Analytical Chemistry,” Technometrics, 37, 176–184.
Monika Wortberg, Sabine B. Kreissig, Geoffrey Jones, David M. Rocke, and Bruce D.
Hammock, “An Immunoarray for the Simultaneous Determination of Multiple Triazine
Herbicides,” Analytica Chimica Acta, 304, 339–352.
Lawrence M. Kauvar, Deborah L. Higgins, Hugo O. Villar, J. Richard Sportsman. Åsa Engqvist-
Goldstein, Robert Bukar, Karin E. Bauer, H. Dilley and David M. Rocke, “Predicting Ligand
Binding to Proteins by Affinity Fingerprinting,” Chemistry and Biology, 2, 107–118.
David M. Rocke and David L. Woodruff, “Multivariate Outlier Detection,” in Proceedings of the 26th Symposium on the Interface: Computing Science and Statistics, 392–400. Geoffrey Jones, Monica Wortberg, Sabine B. Kreissig, David S. Bunch, Shirley Gee, Bruce
Hammock, and David M. Rocke, “Extension of the Four-Parameter Logistic Model for ELISA to
Multianalyte Analysis,” Journal of Immunological Methods, 177, 1–7.
David L. Woodruff and David M. Rocke, “Computable Robust Estimation of Multivariate
Location and Shape using Compound Estimators,” Journal of the American Statistical
Association, 89, 888–896.
George W. Downs and David M. Rocke, “Conflict, Agency, and Gambling for Resurrection: The
Principal-Agent Problem Goes to War” American Journal of Political Science, 38, 362–80.
David M. Rocke, Michael Zasloff, Jeannie Peeper, Randolph Cohen, and Frederick S. Kaplan,
“Age- and Joint-Specific Risk of Initial Heterotopic Ossification in Patients who have
Fibrodysplasia Ossificans Progressiva,” Clinical Orthopaedics and Related Research, 301, 243–
248.
David Woodruff and David M. Rocke, “Heuristic Search Algorithms for the Minimum Volume
Ellipsoid,” Journal of Computational and Graphical Statistics, 2, 69–95.
David M. Rocke, “Almost-Exact Parametric Bootstrap Calculation via the Saddle-Point
Approximation,” Computational Statistics and Data Analysis, 15, 451–460.
David M. Rocke and David L. Woodruff, “Computation of Robust Estimates of Multivariate
Location and Shape,” Statistica Neerlandica, 47, 27–42.
David M. Rocke, “On the Beta Transformation Family,” Technometrics, 35, 72–81.
David M. Rocke and David L. Woodruff, “Computation of High-Breakdown Estimates of Multivariate Location and Shape,” Proceedings of the ASA Statistical Computing Section, 34–39. Charts: Robust Control Charts,” The Statistician, 41, 97–104.
David M. Rocke, “Estimation of Variation after Outlier Rejection,” Computational Statistics and
Data Analysis, 13, 9–20.
David M. Rocke, “Robustness and Balance in the Mixed Model,” Biometrics, 47, 303–309.
David S. Bunch, David M. Rocke, and Robert O. Harrison, “Statistical Design of ELISA
Protocols,” Journal of Immunological Methods, 132, 247–254.
David M. Rocke, “The Adjusted p-Chart and u-Chart for Varying Sample Sizes,” Journal of
Quality Technology, 22, 206–209.
Rudolph Grübel and David M. Rocke, “On the Cumulants of Affine Equivariant Estimators in
Elliptical Families,” Journal of Multivariate Analysis, 35, 203–222.
David M. Rocke, “Robust Control Charts,” Technometrics, 31, 173–184.
David M. Rocke, “Bootstrap Bartlett Adjustment for Seemingly Unrelated Regression,” Journal
of the American Statistical Association, 84, 598–601.
Richard Green, David M. Rocke, and William Hahn, “Standard Errors for Elasticities: A
Comparison of Bootstrap and Asymptotic Standard Errors,” Journal of Business and Economic
Statistics, 5, 145–149.
George W. Downs and David M. Rocke, “Tacit Bargaining and Arms Control,” (1987) World
Politics, 39, 297–325.
David M. Rocke and David F. Shanno, “The Scale Problem in Robust Regression M-Estimates,”
Journal of Statistical Computation and Simulation, 1986, 24, 47–69.
David M. Rocke, “Outlier Resistance in Small Samples,” Biometrika, 73, 175–181.
David F. Shanno and David M. Rocke, “Numerical Methods for Robust Regression: Linear
Models,” SIAM Journal on Scientific and Statistical Computing, 7, 86–97.
George W. Downs, David M. Rocke, and Randolph Siverson, “Arms Races and Cooperation,”
World Politics, 38, 118–146, reprinted in Cooperation under Anarchy, Princeton University
Press.
David M. Rocke, “On Testing for Bioequivalence,” Biometrics, 40, 225–230.
George W. Downs and David M. Rocke, “Theories of Budgetary Decisionmaking and Revenue
Decline,” Policy Sciences, 16, 329–347.
George W. Downs and David M. Rocke, “Municipal Budget Forecasting with Multivariate
ARMA Models,” Journal of Forecasting, 2, 377–387.
George W. Downs and David M. Rocke, “Designed Experiments for Classification Problems,”
Journal of the Operational Research Society, 34, 1069–1077.
George W. Downs and David M. Rocke, “Multivariate ARIMA Models and Municipal Finance,” in Applied Time Series Analysis of Economic Data, ed. Arnold Zellner, Bureau of the Census. David M. Rocke, “Robust Statistical Analysis of Interlaboratory Studies,” Biometrika, 70, 421–
431.
David M. Rocke, “Inference for Response-Limited Time Series Models,” Communications in
Statistics, A11, 2587–2596.
David M. Rocke, George W. Downs and Alan J. Rocke “Are Robust Estimators Really
Necessary?” Technometrics, 24, 95–102.
George W. Downs and David M. Rocke, “Ceteris Paribus Revisited,” Political Methodology, 43–54. David M. Rocke and George W. Downs, “Estimating the Variance of Estimators of Location:
Influence, Curve, Jackknife and Bootstrap,” Communications in Statistics, B10, 221–248.
George W. Downs and David M. Rocke, “Complexity, Interaction and Policy Research,” Policy
Sciences, 13, 281–295.
George W. Downs and David M. Rocke, “Bureaucracy and Juvenile Corrections,” in Determinants of Public Policy, Thomas Dye and Virginia Gray, eds., Lexington MA: Heath-Lexington. David M. Rocke and George W. Downs, “Time Series with Episodic Disruptions” in Analysing Time Series, ed. O.D. Anderson, New York: North-Holland. George W. Downs and David M. Rocke, “Interpreting Heteroscedasticity,” American Journal of
Political Science, 23, 816–828.
David M. Rocke, “p-Groups with Abelian Centralizers,” Proceedings of the London
Mathematical Society, 3, 30, 55–75.
BOOK REVIEWS
Genetic Algorithms + Data Structures = Evolution Programs (3rd Edition), by Zbigniew Michalewicz,
Journal of the American Statistical Association, 2000, 95, 347–348.
Directions in Robust Statistics and Diagnostics, Parts I and II, edited by Werner Stahel and Sanford Weisberg, Journal of the American Statistical Association, 1993, 88, 710–711.
Robust Estimation and Testing, by Robert G. Staudte and Simon J. Sheather, International Statistical Institute Short Book Reviews, 1991, 11, 6.
Mixture Models: Inference and Application to Clustering, by G. J. McLachlan and K. E. Basford, International Statistical Institute Short Book Reviews, 1988, 8, 26.
Analysis of Experiments with Missing Data, by Yadolah Dodge, Technometrics, 1987, 29, 116.
Robust Inference, by M. L. Tiku, W. Y. Tan, N. Balakrishnan, Technometrics, 1987, 29, 495–496.
INVITED PRESENTATIONS
2009
David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, Third Bertinoro Workshop on Systems Biology, Bertinoro, Italy, April. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, Rochester University, February. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, University of Alabama, Birmingham, November. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, International Society for Biopharmaceutical Statistics Symposium, Shanghai, China, June. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, Merck, March. David M. Rocke, “Pre-Processing Spectroscopic Data for Omics Analysis,” Invited Presentation, University of Arizona, March. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, Brown University, February. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, Ohio State University, January. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, Tulane University, November. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, University of Arizona, October. David M. Rocke, “Pre-Processing Spectroscopic Data for Omics Analysis,” Invited Presentation, International Statistical Institute, Lisbon, Portugal, August. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, Almac Diagnostics, Craigavon, Northern Ireland, May. David M. Rocke, “Classification and Prediction using Gene Expression Microarray Data,” Invited Presentation, Almac Diagnostics, Craigavon, Northern Ireland, May. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, Dalhousie University, Halifax, Nova Scotia, Canada, October. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, Yale University, September. David M. Rocke, “Statistical Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, Workshop on Computational and Statistical Genomics, Banff, Canada, July. David M. Rocke, “Statistical and Bioinformatic Methods for Metabolomics,” Invited Presentation, From Microorganisms to Humans: Environment Genome Interactions, Technische Universität München, Munich, Germany, April. David M. Rocke, “Classification and Prediction using Gene Expression Microarray Data,” Invited Presentation, Workshop on Statistical Analysis of Genetic and Gene Expression Data, Pavia, Italy, March. David M. Rocke, “Some Robust and Resistent Methods for Identification of Differentially Expressed Gene Groups and Pathways,” Invited Presentation, Workshop on Robust Classification and Discrimination with High Dimensional Data, Florence, Italy, January. David M. Rocke, “Variability and Data Transformation for Gene Expression, Proteomics, and Metabolomics Data,” Invited Presentation, UC San Francisco, November. David M. Rocke, “Some Principles for the Design and Analysis of Experiments using Gene Expression Arrays and Other High-Throughput Assay Methods,” Invited Presentation, Millenium Pharmaceutics, Cambridge, MA, May. David M. Rocke, “Some Principles for the Design and Analysis of Experiments using Gene Expression Arrays and Other High-Throughput Assay Methods,” Invited Presentation, Michigan State University, Lansing, MI, February. David M. Rocke, “Some Principles for the Design and Analysis of Experiments using Gene Expression Arrays and Other High-Throughput Assay Methods,” Invited Presentation, International Symposium on the Milk Genome and Human Health, Napa, CA, November. David M. Rocke, “Variability and Data Transformation for Gene Expression, Proteomics, and Metabolomics Data,” Invited Presentation, GlaxoSmithKline, Oaks, PA, November. David M. Rocke, “Variability and Data Transformation for Gene Expression, Proteomics, and Metabolomics Data,” Invited Presentation, Bauer Center for Genomics Research, Harvard University, Cambridge, MA, September. David M. Rocke, “Some Principles for the Design and Analysis of Experiments using Gene Expression Arrays and Other High-Throughput Assay Methods,” Invited Presentation, Whitehead Institute, Cambridge, MA, September. David M. Rocke, “Variability and Data Transformation for Gene Expression, Proteomics, and Metabolomics Data,” Invited Presentation, Statistical Science for Genome Biology, Banff International Research Station, Banff, Canada, August. David M. Rocke, “Heterogeneity of Variance in Gene Expression Microarray Data,” Invited Presentation, Joint Statistics Meeting, Toronto, Canada, August. David M. Rocke, “Some Principles for the Design and Analysis of Experiments using Gene Expression Arrays and Other High-Throughput Assay Methods,” Invited Presentation, Iowa State University, Ames, IA, July. David M. Rocke, “Measurement Errors and Data Transformation for Gene Expression Data,” Invited Presentation, Infocast Microarray Data Analysis Conference, Rockville, MD, June. David M. Rocke, “Variability and Data Transformation for Gene Expression, Proteomics, and Metabolomics Data,” Invited Presentation, The Cleveland Clinic, Cleveland, OH, May. David M. Rocke, “Variability and Data Transformation for Gene Expression, Proteomics, and Metabolomics Data,” Invited Presentation, “International Conference on Analysis of Genomics Data,” Harvard University, Cambridge, MA, May. David M. Rocke, “Measurement Errors and Data Transformation for Gene Expression Microarray, Proteomics, and Metabolomics Data,” Invited Presentation, University of Washington, Seattle, WA, February. David M. Rocke, “Some Principles for the Design and Analysis of Experiments using Gene Expression Arrays and Other High-Throughput Assay Methods,” Invited Presentation, Ontario Microarray Network Technology Symposium, University of Toronto, Toronto, Canada, November. David M. Rocke, “Measurement Errors and Data Transformation for Gene Expression Microarray, Proteomics, and Metabolomics Data,” Invited Presentation, “Statistical Methods for Gene Expression: Microarrays and Proteomics,” Institute for Mathematics and Applications, University of Minnesota, Minneapolis MN, September. David M. Rocke, “Some Principles for the Design and Analysis of Experiments using Gene Expression Arrays and Other High-Throughput Assay Methods,” Unilever Research and Development, Edgewater, NJ, July. David M. Rocke, “Measurement Errors and Data Transformation for Gene Expression Microarray, Proteomics, and Metabolomics Data,” Invited Presentation, University of Rochester, Rochester, NY, June. David M. Rocke, “Some Principles for the Design and Analysis of Experiments using Gene Expression Arrays and Other High-Throughput Assay Methods,” Invited Presentation, Ohio State University, Columbus, OH, May. David M. Rocke, “Measurement Errors and Data Transformation for Gene Expression Microarray, Proteomics, and Metabolomics Data,” Invited Presentation, University of Guelph, Guelph, Canada, April. David M. Rocke, “Measurement Errors and Data Transformation for Gene Expression Microarray, Proteomics, and Metabolomics Data,” Invited Presentation, Victoria Microarray Consortium Workshop, Melbourne, Australia, April. David M. Rocke, “Measurement Errors and Data Transformation for Gene Expression Microarray, Proteomics, and Metabolomics Data,” Invited Presentation, McGill University, Montreal, Canada, March. David M. Rocke, “Measurement Errors and Data Transformation for Gene Expression Microarray Data,” Invited Presentation, Ohio State University, Columbus, OH, February. David M. Rocke, “Measurement Errors and Data Transformation for Gene Expression Microarray Data,” Invited Presentation, Zyomix Inc., Hayward, CA, January. David M. Rocke, “Large-Scale Nonlinear Optimization Problems Arising from Gene Expression Arrays,” Invited Presentation, INFORMS Computing Society Annual Meeting, Phoenix, AZ, January. David M. Rocke, “Measurement Errors and Data Transformation for Gene Expression Microarray Data,” and “Prediction and Classification by Partial Least Squares Using Gene Expression Microarray Data,” Invited Presentations, University of Delaware, Newark, DE, November. David M. Rocke, “Measurement Errors and Data Transformation for Gene Expression Microarray Data,” Invited Presentation, Cambridge Healthtech Institute Second Annual Meeting on Microarray Data Analysis, Washington, DC, September. David M. Rocke, “Prediction and Classification by Partial Least Squares Using Gene Expression Microarray Data,” Invited Presentation, Max Planck Institute for Molecular Genetics, Berlin, August. David M. Rocke, “Computational Connections Between Robust Multivariate Analysis and Clustering,” Invited Presentation, COMPSTAT 2002, Berlin, August. David M. Rocke, “Prediction and Classification by Partial Least Squares Using Gene Expression Microarray Data,” Invited Presentation, Deutsches Krebsforschungszentrum, Heidelberg, August. David M. Rocke, “Prediction and Classification by Partial Least Squares Using Gene Expression Microarray Data,” Invited Presentation, Joint Statistics Meeting, New York City, August. David M. Rocke, “Variance Stabilization by Data Transformation in Gene Expression Microarrays,” Invited Presentation, Functional Genomics 2002 Reunion Conference, Institute for Pure and Applied Mathematics, UCLA, June. David M. Rocke, “Robust Clustering and Outlier Detection,” Invited Presentation, Workshop on Developments and Challenges in Mixture Models, Bump Hunting and Measurement Error Models, Cleveland, OH, June. David M. Rocke, “Variance Stabilization by Data Transformation in Gene Expression Microarrays,” Invited Presentation, Michigan State University, East Lansing, MI, May. David M. Rocke, “Multivariate Outlier Detection and Cluster Identification,” Invited Presentation, Third International Conference on Robust Statistics (ICORS 2002), Vancouver, BC, May. David M. Rocke, “Constructive Statistics: Estimators, Algorithms, and Asymptotics,” Invited Presentation, University of Colorado, Denver, CO, March. David M. Rocke, “Some Statistical Issues in the Analysis of Gene Expression Data,” Invited Presentation, University of Iowa, Iowa City, IA, February. David M. Rocke, “Some Statistical Issues in the Analysis of Gene Expression Data,” Invited Presentation, University of Minnesota, Minneapolis, MN, January. David M. Rocke, “Some Statistical Issues in the Analysis of Gene Expression Data,” Invited Presentation, UC Irvine, Irvine, CA, January. David M. Rocke, “Statistical Analysis of Gene Expression Data,” Invited Presentation, Chiron, Emeryville, CA, November. David M. Rocke, “Modeling Uncertainty in Analytical Measurements for Analysis of Bioavailability,” Methodologies for Assessing Exposure to Metals: Speciation, Bioacessibility and Bioavailability in the Environment, Food and Feed, Scientific Group on Methodology for the Safety and Evaluation of Chemicals (SGOMSEC), Schmallenberg, Germany, October. David M. Rocke, “Statistical Analysis of Gene Expression Data,” Invited Presentation, The Scripps Research Institute, San Diego, September. David M. Rocke and David L. Woodruff, “Variance Functions, Transformations, and the Integrity of Statistical Inference with Biological Data,” Invited Presentation, SurroMed, Inc., August. David M. Rocke, “Robust Multivariate Analysis and Outlier Detection,” Invited Presentation, Society for Industrial and Applied Mathematics Annual Meeting, San Diego, July. David M. Rocke, “Statistical Analysis of Gene Expression Data,” Invited Presentation, University of California, San Diego, June. David M. Rocke, “Statistical Analysis of Gene Expression Data,” Invited Presentation, Michigan State University, May. David M. Rocke, “Statistical Analysis of Gene Expression Data,” Invited Presentation, Merck, March. David M. Rocke, “Statistical Analysis of Gene Expression Data,” Invited Presentation, University of Washington, February. David M. Rocke, “Statistical Analysis of Gene Expression Data,” Invited Presentation, Lawrence Livermore National Laboratory, February. David M. Rocke, “Statistical Analysis of Gene Expression Microarray Data,” Invited Presentation, EUChem Conference on Bioinformatics, Cheminformatics, Datamining, and Chemometrics, Swedish Chemical Society, Stockholm, September. David M. Rocke and David L. Woodruff, “Robust Clustering,” Invited Presentation, Controlling Complexity for Strong Stochastic Dependencies, Mathematisches Forschungsinstitut Oberwolfach, Oberwolfach, Germany, September. David M. Rocke, David L. Woodruff, and Johanna Hardin, “Robust Cluster Analysis and Outlier Identification,” Invited Presentation, Joint Statistics Meetings 2000, Indianapolis, August. David M. Rocke, “Robust Multivariate Analysis and Outlier Detection,” Invited Presentation, Mathsoft, Inc., Seattle, November. David M. Rocke and Geoff Jones, “Bootstrapping in Controlled Calibration Experiments,” Invited Presentation, 43rd Annual Fall Technical Conference, American Society for Quality, American Statistical Association, Houston, October. David M. Rocke, “Data Mining,” Invited Presentation, Gordon Research Conference on Statistics in Chemistry and Chemical Engineering, Plymouth, MH, July. David M. Rocke, “Robust Cluster Analysis and Outlier Identification,” Invited Presentation, Conference on Complexity Reduction in Multivariate Datasets, Universität Dortmund, March. David M. Rocke, “Clustering and Outlier Detection in Massive, High-Dimensional Data Sets,” Invited Presentation, NIPS 98 Workshop on Mining Massive Databases: Scaling Prediction and Clustering to Massive and High Dimensional Data, Brekenridge, CO, December. David M. Rocke, “Interdisciplinary Collaboration: Why and How?” Invited Presentation, Society for Industrial and Applied Mathematics Meeting, Chicago, October. David M. Rocke, “Constructive Statistics: Estimators, Algorithms, and Asymptotics,” Invited Presentation, University of Illinois, Chicago, September. David M. Rocke, “Constructive Statistics: Estimators, Algorithms, and Asymptotics,” Invited Presentation, Pfizer Central Research, Groton, CT, August. David M. Rocke, “A Two-Component Model for Measurement Error in Analytical Chemistry,” Invited Presentation, National Institute for Standards and Technology, Gaithersburg, MD, July. David M. Rocke, “A Two-Component Model for Measurement Error in Analytical Chemistry,” Invited Presentation, United States Environmental Protection Agency, Washington, DC, July. David M. Rocke, “Constructive Statistics: Estimators, Algorithms, and Asymptotics,” Invited Keynote Address, 30th Symposium on the Interface: Computing Science and Statistics, Minneapolis, MN, May. David M. Rocke, “Robust Multivariate Analysis and Outlier Detection,” Invited Plenary Address, Annual Meeting of the Belgian Statistical Society, Mol, Belgium, October. David M. Rocke and David L. Woodruff, “Partitioning and Subsampling to Uncover Subtle Structure in Massive Data Sets,” Invited Presentation, Summer Research Institute on Data Mining, Seattle, Washington, June. David M. Rocke, “Statistics of Measurement Error in Analytical Chemistry,” Invited Presentation, EPA Twelfth Annual Conference on Environmental Statistics, Richmond, VA, April. David M. Rocke, “Partitioning and Subsampling to Uncover Subtle Structure in Massive Data Sets,” Invited Presentation, Approaches to the Analysis and Visualization of Massive Data Sets Workshop, San Diego, CA, March 14 and 15. David M. Rocke, “Statistical Methods for the Identification of and Measurement of Mixtures of Similar Toxic Substances,” Invited Presentation, Superfund Basic Research Program: A Decade of Improving Health through Multidisciplinary Research, Chapel Hill, NC, February. David M. Rocke, “A Two-Component Model for Measurement Error in Analytical Chemistry,” Invited Presentation, ASMS Fall Workshop on Limits to Confirmation, Quantitation, and Detection, Alexandria, VA, November. David M. Rocke and David L. Woodruff, “Robust, Affine-Equivariant Cluster Analysis,” Invited Presentation, DuPont, Wilmington, DE, October. George W. Downs, David M. Rocke, and Peter Barsoom, “Design and Evolution of Multilateral Agreements,” Invited Presentation, American Political Science Association Annual Meeting, September. David M. Rocke and George W. Downs, “The Problem of Preference Change in International Security Agreements,” Invited Presentation, American Statistical Association Annual Meeting, Chicago, August. George W. Downs, David M. Rocke, and Peter Barsoom, “Regime Design and the Depth of Cooperation,” Invited Presentation, International Studies Association Annual Meeting, San Diego, CA, April. David M. Rocke, “Robust Scale-Free Cluster Analysis,” Invited Presentation, Mathematisches Forschungsinstitut Oberwolfach, Mathematische Stochastik, Oberwolfach, Germany, March. David M. Rocke and David L. Woodruff, “Identification of Outliers in Multivariate Data”, Invited Presentation, DuPont, Wilmington, DE, February. David M. Rocke, “Predictive Models for Reformulated Gasoline,” Invited Presentation, Lawrence Livermore National Laboratory, Livermore, CA, August. David M. Rocke and David L. Woodruff, “Heuristic Combinatorial Search Algorithms for the Detection of Outliers in High Dimension,” Invited Presentation, Universität Hannover, Hannover, Germany, March. David M. Rocke and David L. Woodruff, “Robust Estimation and the Identification of Outliers in Multivariate Data,” Invited Presentation, Universität Dortmund, Dortmund, Germany, March. David M. Rocke and David L. Woodruff, “Identification of Outliers in Multivariate Data,” Invited Presentation, Merrill Lynch, Princeton, NJ, September. David M. Rocke and David L. Woodruff, “Identification of Outliers in Multivariate Data,” Invited Presentation, Columbia University, New York, NY, September. David M. Rocke and David L. Woodruff, “Robust Estimation and the Identification of Outliers and Leverage Points in Multivariate Data,” Invited Presentation, Symposium on Future Directions in Robust Methods and Data Analysis, Princeton, NJ, June. David M. Rocke and David L. Woodruff, “Identification of Outliers in Multivariate Data,” Invited Presentation, 26th Symposium on the Interface: Computing Science and Statistics, Research Triangle Park, NC, June. George W. Downs and David M. Rocke, “Strategies for Treaty Maintenance,” Invited Presentation, MIT/Harvard Joint Seminar Series on International Relations, April. David M. Rocke, “Optimal Design for Calibration Problems in ELISA,” Invited Presentation, Mathematical Sciences Research Institute Symposium on Industrial Statistics, Berkeley, May. David M. Rocke, “Statistical Design of Immunoassay Protocols,” Invited Presentation, American Chemical Society Annual Meeting, San Francisco, April. David M. Rocke, “Robust Control Charts,” Invited Presentation, Temple University, Philadelphia, PA, October. David M. Rocke, “Measuring Variation for Quality Improvement Applications,” Invited Paper, Annual Fall Technical Conference, American Society for Quality Control, Charlotte, North Carolina. David M. Rocke, “Measuring Variations for Quality Control Applications,” Invited Paper, International Research Conference on Reliability and Quality, Columbia, Missouri. David M. Rocke, “Robust Statistical Analysis of Interlaboratory Studies,” Invited Paper, 1985 Gorden Research Conference on Statistics in Chemistry and Chemical Engineering. David M. Rocke, “A Comparison of Robust and Standard Analyses of Interlaboratory Studies,” Invited Paper, Biometric Society ENAR meeting, Orlando, Florida. George W. Downs and David M. Rocke, “Multivariate ARIMA Modeling and Municipal Finance,” Invited Paper, Conference on Applied Time Series Analysis of Economics Data, sponsored by the American Statistical Association, U.S. Bureau of the Census and the National Bureau of Economic Research. David M. Rocke and George W. Downs, “Time Series with Episodic Disruptions,” Invited Paper, Second International Time Series Meetings, October, Guernsey, U.K.

Source: http://dmrocke.ucdavis.edu/Rocke_CV_2009-05.pdf