Arnold J. Stromberg curriculum vita

817 Patterson Office Tower 662 Cooper Dr. Dept. of Statistics Lexington, KY 40502 University of Kentucky (859)269-1777 Lexington, Kentucky 40506-0027 Ph: (859) 257-8859; Fax: (859) 323-1973 stromberg@uky.edu

Education

Ph.D. in Statistics, December 1989, University of North Carolina, Chapel Hill. M.S. in Statistics, June 1988, University of North Carolina, Chapel Hill.

B.S. in Mathematical Sciences, June 1983, Stanford University.

Academic Experience

Chair, January, 2007 - Present Department of Statistics, University of Kentucky.

Professor, July 2006 - Present Department of Statistics, University of Kentucky.

Director of Statistical Services, July, 2001 – Present. Department of Statistics, University of Kentucky. Director of Data Analysis, July 2001 – Present.

Microarray Core Facility at the University of Kentucky Medical Center. Director of Graduate Studies, July 1996 – June, 2007.

Department of Statistics, University of Kentucky. Associate Professor, July 1996 - June, 2006.

Department of Statistics, University of Kentucky. Assistant Professor, July 1991 - July, 1996.

Department of Statistics, University of Kentucky. Lecturer, September 1989 - June 1991.

School of Statistics, University of Minnesota. Visitor, June, 1987 - August, 1989.

School of Operations Research and Industrial Engineering, Cornell University.

Patents

Nonparametric Control Chart for the Range. U.S. Utility Patent S.N. 10/442,330 and 6,980,875 B1. Inventor: Arnold J. Stromberg. Patents issued 4/1/04 and 12/27/05.

Arnold J. Stromberg 2

Publications

Refereed 1. Zhang G, Titlow WB, Biecker SM, Stromberg AJ, McClintock TS. Lhx2 Determines

Odorant Receptor Expression Frequency in Mature Olfactory Sensory Neurons. eNeuro. 2016 Oct 31;3(5). pii: ENEURO.0230-16.2016. PubMed PMID: 27822500; PubMed Central PMCID: PMC5086798.

2. Wang H, Horbinski C, Wu H, Liu Y, Sheng S, Liu J, Weiss H, Stromberg AJ, Wang C. NanoStringDiff: a novel statistical method for differential expression analysis based on NanoString nCounter data. Nucleic Acids Res. 2016 Jul 28. pii: gkw677. [Epub ahead of print] PubMed PMID: 27471031.

3. Egger ME, Bhutiani N, Farmer RW, Stromberg AJ, Martin RC 2nd, Quillo AR,

McMasters KM, Scoggins CR. Prognostic factors in melanoma patients with tumor-negative sentinel lymph nodes. Surgery. 2016 May;159(5):1412-21. doi: 10.1016/j.surg.2015.12.002. PubMed PMID: 26775577.

4. Pandruvada SN, Gonzalez OA, Kirakodu S, Gudhimella S, Stromberg AJ, Ebersole

JL, Orraca L, Gonzalez-Martinez J, Novak MJ, Huja SS. Bone biology-related gingival transcriptome in ageing and periodontitis in non-human primates. J Clin Periodontol. 2016 May;43(5):408-17. doi: 10.1111/jcpe.12528. PubMed PMID: 26859687; PubMed Central PMCID: PMC4844783.

5. McMasters KM, Egger ME, Edwards MJ, Ross MI, Reintgen DS, Noyes RD, Martin

RC 2nd, Goydos JS, Beitsch PD, Urist MM, Ariyan S, Sussman JJ, Davidson BS, Gershenwald JE, Hagendoorn LJ, Stromberg AJ, Scoggins CR. Final Results of the Sunbelt Melanoma Trial: A Multi-Institutional Prospective Randomized Phase III Study Evaluating the Role of Adjuvant High-Dose Interferon Alfa-2b and Completion Lymph Node Dissection for Patients Staged by Sentinel Lymph Node Biopsy. J Clin Oncol. 2016 Apr 1;34(10):1079-86. doi: 10.1200/JCO.2015.63.3776. PubMed PMID: 26858331.

6. Voss SR, Palumbo A, Nagarajan R, Gardiner DM, Muneoka K, Stromberg AJ,

Athippozhy AT. Gene expression during the first 28 days of axolotl limb regeneration I: Experimental design and global analysis of gene expression. Regeneration (Oxf). 2015 Jun;2(3):120-136. PubMed PMID: 27168937; PubMed Central PMCID: PMC4860271.

7. Starr ME, Takahashi H, Okamura D, Zwischenberger BA, Mrazek AA, Ueda J,

Stromberg AJ, Evers BM, Esmon CT, Saito H. Increased coagulation and suppressed generation of activated protein C in aged mice during intra-abdominal sepsis. Am J Physiol Heart Circ Physiol. 2015 Jan 15;308(2):H83-91. doi: 10.1152/ajpheart.00289.2014. PubMed PMID: 25380813; PubMed Central PMCID: PMC4338937.

8. Rogier EW, Frantz AL, Bruno ME, Wedlund L, Cohen DA, Stromberg AJ, Kaetzel

CS. Lessons from mother: Long-term impact of antibodies in breast milk on the gut microbiota and intestinal immune system of breastfed offspring. Gut Microbes.

Arnold J. Stromberg 3

2014;5(5):663-8. doi: 10.4161/19490976.2014.969984. Review. PubMed PMID: 25483336; PubMed Central PMCID: PMC4615880.

9. Lessons from Mother: Long-Term Impact of Antibodies in Breast Milk on the Gut

Microbiota and Intestinal Immune System of Breastfed Offspring. Rogier EW, Frantz AL, Bruno ME, Wedlund L, Cohen DA, Stromberg AJ, Kaetzel CS. Gut Microbes. 2014 Sep 1:0. [Epub ahead of print] PubMed PMID: 25483336.

10. Increased coagulation and suppressed generation of activated protein C in aged

mice during intra-abdominal sepsis. Starr ME, Takahashi H, Okamura D, Zwischenberger BA, Mrazek AA, Ueda J, Stromberg AJ, Evers BM, Esmon CT, Saito H. Am J Physiol Heart Circ Physiol. 2015 Jan 15;308(2):H83-91. doi: 10.1152/ajpheart.00289.2014. Epub 2014 Nov 7. PubMed PMID: 25380813.

11. Using common table expressions to build a scalable Boolean query generator for

clinical data warehouses. Harris DR, Henderson DW, Kavuluru R, Stromberg AJ, Johnson TR. IEEE J Biomed Health Inform. 2014 Sep;18(5):1607-13. doi: 10.1109/JBHI.2013.2292591. PubMed PMID: 25192572.

12. Hepatic transcriptome profiles differ among maturing beef heifers supplemented with

inorganic, organic, or mixed (50% inorganic:50% organic) forms of dietary selenium. Matthews JC, Zhang Z, Patterson JD, Bridges PJ, Stromberg AJ, Boling JA. Biol Trace Elem Res. 2014 Sep;160(3):321-39. doi: 10.1007/s12011-014-0050-4. Epub 2014 Jul 5. PubMed PMID: 24996959.

13. Cytokine gene expression profiles during initiation, progression and resolution of

periodontitis. Ebersole JL, Kirakodu S, Novak MJ, Stromberg AJ, Shen S, Orraca L, Gonzalez-Martinez J, Burgos A, Gonzalez OA. J Clin Periodontol. 2014 Sep;41(9):853-61. doi: 10.1111/jcpe.12286. Epub 2014 Jul 24. PubMed PMID: 24975876; PubMed Central PMCID: PMC4151164.

14. Fruit and vegetable intake, as reflected by serum carotenoid concentrations, predicts

reduced probability of polychlorinated biphenyl-associated risk for type 2 diabetes: National Health and Nutrition Examination Survey 2003-2004. Hofe CR, Feng L, Zephyr D, Stromberg AJ, Hennig B, Gaetke LM. Nutr Res. 2014 Apr;34(4):285-93. doi: 10.1016/j.nutres.2014.02.001. Epub 2014 Feb 10. PubMed PMID: 24774064; PubMed Central PMCID: PMC4008967.

15. Activity-dependent genes in mouse olfactory sensory neurons. Fischl AM, Heron

PM, Stromberg AJ, McClintock TS. 2014 Jun;39(5):439-49. doi: 10.1093/chemse/bju015. Epub 2014 Apr 1. PubMed PMID: 24692514; PubMed Central PMCID: PMC4025512.

16. Secretory antibodies in breast milk promote long-term intestinal homeostasis by

regulating the gut microbiota and host gene expression. Rogier EW, Frantz AL, Bruno ME, Wedlund L, Cohen DA, Stromberg AJ, Kaetzel CS. Proc Natl Acad Sci U S A. 2014 Feb 25;111(8):3074-9. doi: 10.1073/pnas.1315792111. Epub 2014 Feb 3. PubMed PMID: 24569806; PubMed Central PMCID: PMC3939878.

17. Transmural heterogeneity of cellular level power output is reduced in human heart

failure. Haynes P, Nava KE, Lawson BA, Chung CS, Mitov MI, Campbell SG, Stromberg AJ, Sadayappan S, Bonnell MR, Hoopes CW, Campbell KS. J Mol Cell

Arnold J. Stromberg 4

Cardiol. 2014 Jul;72:1-8. doi: 10.1016/j.yjmcc.2014.02.008. Epub 2014 Feb 20. PubMed PMID: 24560668; PubMed Central PMCID: PMC4037376.

18. The relationship between hospital systems load and patient harm. Pedroja AT,

Blegen MA, Abravanel R, Stromberg AJ, Spurlock B. The relationship between hospital systems load and patient harm. J Patient Saf. 2014 Sep;10(3):168-75. doi: 10.1097/PTS.0b013e31829e4f82. PubMed PMID: 24522222.

19. Autoantibody profiling for lung cancer screening longitudinal retrospective analysis of

CT screening cohorts. Trudgen K, Khattar NH, Bensadoun E, Arnold S, Stromberg AJ, Hirschowitz EA. PLoS One. 2014 Feb 3;9(2):e87947. doi: 10.1371/journal.pone.0087947. eCollection 2014. PubMed PMID: 24498409; PubMed Central PMCID: PMC3912196.

20. Molecular events in the cell types of the olfactory epithelium during adult

neurogenesis. Heron PM, Stromberg AJ, Breheny P, McClintock TS. Mol Brain. 2013 Nov 22;6:49. doi: 10.1186/1756-6606-6-49. PubMed PMID: 24267470; PubMed Central PMCID: PMC3907027.

21. Factors affecting live foal rates of Thoroughbred mares that undergo manual twin

elimination. Schnobrich MR, Riddle WT, Stromberg AJ, LeBlanc MM. Equine Vet J. 2013 Nov;45(6):676-80. doi: 10.1111/evj.12074. Epub 2013 Apr 24. PubMed PMID: 23611498.

22. Comparative analysis of gingival tissue antigen presentation pathways in ageing and

periodontitis. Gonzalez OA, Novak MJ, Kirakodu S, Orraca L, Chen KC, Stromberg A, Gonzalez-Martinez J, Ebersole JL. J Clin Periodontol. 2013 Dec 4. doi: 10.1111/jcpe.12212. [Epub ahead of print] PMID: 24304139

23. Coplanar polychlorinated biphenyls impair glucose homeostasis in lean C57BL/6

mice and mitigate beneficial effects of weight loss on glucose homeostasis in obese mice. Baker NA, Karounos M, English V, Fang J, Wei Y, Stromberg A, Sunkara M, Morris AJ, Swanson HI, Cassis LA. Environ Health Perspect. 2013 Jan;121(1):105-10. doi: 10.1289/ehp.1205421. Epub 2012 Oct 24. PMID: 23099484

24. Pseudoephedrine sales and seizures of clandestine methamphetamine laboratories

in Kentucky. Talbert J, Blumenschein K, Burke A, Stromberg A, Freeman P. JAMA. 2012 Oct 17;308(15):1524-6. doi: 10.1001/jama.2012.12992. No abstract available. PMID: 23073945

25. Induction of gene pattern changes associated with dysfunctional lipid metabolism

induced by dietary fat and exposure to a persistent organic pollutant. Arzuaga X, Ren N, Stromberg A, Black EP, Arsenescu V, Cassis LA, Majkova Z, Toborek M, Hennig B. Toxicol Lett. 2009 Sep 10;189(2):96-101. doi: 10.1016/j.toxlet.2009.05.008. Epub 2009 May 23. PMID: 19467301

26. Zinc deficiency induces vascular pro-inflammatory parameters associated with NF-

kappaB and PPAR signaling. Shen H, Oesterling E, Stromberg A, Toborek M, MacDonald R, Hennig B. J Am Coll Nutr. 2008 Oct;27(5):577-87. PMID: 18845708

27. Focus on RNA isolation: obtaining RNA for microRNA (miRNA) expression profiling

analyses of neural tissue. Wang WX, Wilfred BR, Baldwin DA, Isett RB, Ren N,

Arnold J. Stromberg 5

Stromberg A, Nelson PT. Biochim Biophys Acta. 2008 Nov;1779(11):749-57. doi: 10.1016/j.bbagrm.2008.01.005. Epub 2008 Feb 13. PMID: 18316046

28. Zinc deficiency alters lipid metabolism in LDL receptor deficient mice treated with

rosiglitazone. Shen H, MacDonald R, Bruemmer D, Stromberg A, Daugherty A, Li XA, Toborek M, Hennig B. J Nutr. 2007 Nov;137(11):2339-45. PMID: 17951467

29. Gene expression patterns that predict sensitivity to epidermal growth factor receptor

tyrosine kinase inhibitors in lung cancer cell lines and human lung tumors. Balko JM, Potti A, Saunders C, Stromberg A, Haura EB, Black EP. BMC Genomics. 2006 Nov 10;7:289. PMID: 17096850

30. Oral hyaluronan gel reduces post operative tarsocrural effusion in the yearling

Thoroughbred. Bergin BJ, Pierce SW, Bramlage LR, Stromberg A. Equine Vet J. 2006 Jul;38(4):375-8. PMID: 16866209

31. Crash involvement of drivers with multiple crashes. Chandraratna S, Stamatiadis N,

Stromberg A. Accid Anal Prev. 2006 May;38(3):532-41. Epub 2006 Jan 6. PMID: 16405858

32. A novel group of genes regulates susceptibility to antineoplastic drugs in highly

tumorigenic breast cancer cells. Mallory JC, Crudden G, Oliva A, Saunders C, Stromberg A, Craven RJ. Mol Pharmacol. 2005 Dec;68(6):1747-56. Epub 2005 Sep 8. PMID: 16150928

33. Specific and common changes in Nicotiana benthamiana gene expression in

response to infection by enveloped viruses. Senthil G, Liu H, Puram VG, Clark A, Stromberg A, Goodin MM. J Gen Virol. 2005 Sep;86(Pt 9):2615-25. PMID: 16099921

34. Thiamine transporter gene expression and exogenous thiamine modulate the

expression of genes involved in drug and prostaglandin metabolism in breast cancer cells. Liu S, Stromberg A, Tai HH, Moscow JA. Mol Cancer Res. 2004 Aug;2(8):477-87. PMID: 15328374

35. A novel test for host-symbiont codivergence indicates ancient origin of fungal

endophytes in grasses. Schardl CL, Craven KD, Speakman S, Stromberg A, Lindstrom A, Yoshida R. Syst Biol. 2008 Jun;57(3):483-98. doi: 10.1080/10635150802172184. PMID: 18570040

36. Glycerol-3-phosphate is a critical mobile inducer of systemic immunity in plants.

Chanda B, Xia Y, Mandal MK, Yu K, Sekine KT, Gao QM, Selote D, Hu Y, Stromberg A, Navarre D, Kachroo A, Kachroo P. Nat Genet. 2011 May;43(5):421-7. doi: 10.1038/ng.798. Epub 2011 Mar 27. PMID: 21441932

37. Microarray-based identification of transcription factor target genes. Gorte M,

Horstman A, Page RB, Heidstra R, Stromberg A, Boutilier K. Methods Mol Biol. 2011;754:119-41. doi: 10.1007/978-1-61779-154-3_7. PMID: 21720950

Arnold J. Stromberg 6 38. Molecular events in the cell types of the olfactory epithelium during adult

neurogenesis. Heron PM, Stromberg AJ, Breheny P, McClintock TS. Mol Brain. 2013 Nov 22;6:49. doi: 10.1186/1756-6606-6-49. PMID: 24267470

39. Factors affecting live foal rates of Thoroughbred mares that undergo manual twin

elimination. Schnobrich MR, Riddle WT, Stromberg AJ, Leblanc MM. Equine Vet J. 2013 Nov;45(6):676-80. doi: 10.1111/evj.12074. Epub 2013 Apr 24.PMID:23611498

40. Effects of aging on apoptosis gene expression in oral mucosal tissues. Gonzalez

OA, Novak MJ, Kirakodu S, Stromberg AJ, Shen S, Orraca L, Gonzalez-Martinez J, Ebersole JL.Apoptosis. 2013 Mar;18(3):249-59. doi: 10.1007/s10495-013-0806-x.PMID:23334583

41. Gene expression profile of mouse white adipose tissue during inflammatory stress:

age-dependent upregulation of major procoagulant factors. Starr ME, Hu Y, Stromberg AJ, Carmical JR, Wood TG, Evers BM, Saito H. Aging Cell. 2013 Apr;12(2):194-206. doi: 10.1111/acel.12040. Epub 2013 Jan 30.PMID:23279636

42. Gene expression patterns specific to the regenerating limb of the Mexican axolotl.

Monaghan JR, Athippozhy A, Seifert AW, Putta S, Stromberg AJ, Maden M, Gardiner DM, Voss SR. Biol Open. 2012 Oct 15;1(10):937-48. doi: 10.1242/bio.20121594. Epub 2012 Jul 27.PMID:23213371

43. Survival rates of mares and foals and postoperative complications and fertility of

mares after cesarean section: 95 cases (1986-2000).Abernathy-Young KK, LeBlanc MM, Embertson RM, Pierce SW, Stromberg AJ.J Am Vet Med Assoc. 2012 Oct 1;241(7):927-34.PMID:23013507

44. Talbert J, Blumenschein K, Burke A, Stromberg A, Freeman P.JAMA. 2012 Oct 17;308(15):1524-6. doi: 10.1001/jama.2012.12992. Pseudoephedrine sales and seizures of clandestine methamphetamine laboratories in Kentucky.

45. Monaghan JR, Athippozhy A, Seifert AW, Putta S, Stromberg AJ, Maden M,

Gardiner DM, Voss SR. Gene expression patterns specific to the regenerating limb of the Mexican axolotl. Biol Open. 2012 Oct 15;1(10):937-48. doi: 10.1242/bio.20121594. Epub 2012 Jul 27. PMID: 23213371

46. Abernathy-Young KK, LeBlanc MM, Embertson RM, Pierce SW, Stromberg AJ.

Survival rates of mares and foals and postoperative complications and fertility of mares after cesarean section: 95 cases (1986-2000). J Am Vet Med Assoc. 2012 Oct 1;241(7):927-34. PMID: 23013507

47. Okamura D, Starr ME, Lee EY, Stromberg AJ, Evers BM, Saito H. Age-dependent

vulnerability to experimental acute pancreatitis is associated with increased systemic inflammation and thrombosis. Aging Cell. 2012 Oct;11(5):760-9. doi: 10.1111/j.1474-9726.2012.00841.x. Epub 2012 Jul 4. PMID: 22672542

48. Nickell MD, Breheny P, Stromberg AJ, McClintock TS. Genomics of mature and

immature olfactory sensory neurons. J Comp Neurol. 2012 Aug 15;520(12):2608-29. doi: 10.1002/cne.23052. PMID: 22252456

Arnold J. Stromberg 7 49. Blalock EM, Korrect GS, Stromberg AJ, Erickson DR. Gene expression analysis

of urine sediment: evaluation for potential noninvasive markers of interstitial cystitis/bladder pain syndrome. J Urol. 2012 Feb;187(2):725-32. doi: 10.1016/j.juro.2011.09.142. Epub 2011 Dec 16. PMID: 22177197

50. Page RB, Stromberg AJ. Linear methods for analysis and quality control of

relative expression ratios from quantitative real-time polymerase chain reaction experiments. ScientificWorldJournal. 2011 Jul 7;11:1383-93. PMID: 21789473

51. González OA, Stromberg AJ, Huggins PM, Gonzalez-Martinez J, Novak MJ,

Ebersole JL. Apoptotic genes are differentially expressed in aged gingival tissue. J Dent Res. 2011 Jul;90(7):880-6. Epub 2011 Apr 6. PMID: 21471327

52. Huggins P, Johnson CK, Schoergendorfer A, Putta S, Bathke AC, Stromberg AJ,

Voss SR. Identification of differentially expressed thyroid hormone responsive genes from the brain of the Mexican Axolotl (Ambystoma mexicanum). Comp Biochem Physiol C Toxicol Pharmacol. 2012 Jan;155(1):128-35. Epub 2011 Mar 30. PMID: 21457787

53. Athippozhy A, Huang L, Wooton-Kee CR, Zhao T, Jungsuwadee P, Stromberg

AJ, Vore M. Differential gene expression in liver and small intestine from lactating rats compared to age-matched virgin controls detects increased mRNA of cholesterol biosynthetic genes. BMC Genomics. 2011 Feb 3;12:95. PMID: 21291544

54. Wang WX, Huang Q, Hu Y, Stromberg AJ, Nelson PT. Patterns of microRNA

expression in normal and early Alzheimer's disease human temporal cortex: white matter versus gray matter. Acta Neuropathol. 2010 Oct 10. PMID: 20936480

55. Khattar NH, Coe-Atkinson SP, Stromberg AJ, Jett JR, Hirschowitz EA. Lung

cancer-associated auto-antibodies measured using seven amino acid peptides in a diagnostic blood test for lung cancer. Cancer Biol Ther. 2010 Aug;10(3):267-72. Epub 2010 Aug 18.PMID: 20543565

56. Wang WX, Wilfred BR, Madathil SK, Tang G, Hu Y, Dimayuga J, Stromberg AJ,

Huang Q, Saatman KE, Nelson PT. miR-107 regulates granulin/progranulin with implications for traumatic brain injury and neurodegenerative disease. Am J Pathol. 2010 Jul;177(1):334-45. Epub 2010 May 20. PMID: 20489155

57. Wang WX, Wilfred BR, Xie K, Jennings MH, Hu YH, Stromberg AJ, Nelson PT. Individual microRNAs (miRNAs) display distinct mRNA targeting "rules." RNA Biol. 2010 May-Jun;7(3):373-80.PMID: 20421741

58. Liao SF, Brown KR, Stromberg AJ, Burris WR, Boling JA, Matthews JC. Dietary

Supplementation of Selenium in Inorganic and Organic Forms Differentially and Commonly Alters Blood and Liver Selenium Concentrations and Liver Gene Expression Profiles of Growing Beef Heifers. Biol Trace Elem Res. 2010 Apr 13. PMID: 20387001

59. Mienaltowski MJ, Huang L, Bathke AC, Stromberg AJ, MacLeod JN.

Transcriptional comparisons between equine articular repair tissue, neonatal

Arnold J. Stromberg 8

cartilage, cultured chondrocytes and mesenchymal stromal cells. Brief Funct Genomics. 2010 May;9(3):238-50. PMID: 20348544

60. Fu WJ, Stromberg AJ, Viele K, Carroll RJ, Wu G. Statistics and bioinformatics in

nutritional sciences: analysis of complex data in the era of systems biology. J Nutr Biochem. 2010 Jul;21(7):561-72. Epub 2010 Mar 16. Review. PMID: 20233650

61. Garrett KS, Pierce SW, Embertson RM, Stromberg AJ. Endoscopic evaluation of

arytenoid function and epiglottic structure in Thoroughbred yearlings and association with racing performance at two to four years of age: 2,954 cases (1998-2001). J Am Vet Med Assoc. 2010 Mar 15;236(6):669-73. PMID: 20225981

62. Wang WX, Wilfred BR, Hu Y, Stromberg AJ, Nelson PT. Anti-Argonaute RIP-

Chip shows that miRNA transfections alter global patterns of mRNA recruitment to microibonucleoprotein complexes. RNA. 2009 Dec 30 (Epub ahead of print). PMID: 20042474

63. Arzuaga X, Ren N, Stromberg A, Black EP, Arsenescu V, Cassis LA, Majkova Z,

Toborek M, Hennig B. Induction of gene pattern changes associated with dysfunctional lipid metabolism induced by dietary fat and exposure to a persistent organic pollutant. Toxicol Lett. 2009 Sep 10;189(2):96-101. PMID: 19467301 PMCID: PMC2729430

64. Zhang DX, Stromberg AJ, Spiering MJ, Schardl CL. P. Coregulated expression of

loline alkaloid-biosynthesis genes in Neotyphodium uncinatum cultures. Fungal Genet Biol. 2009 Aug;46(8):517-30. PMID: 19366635

65. Venugopal SC, Jeong RD, Mandal MK, Zhu S, Chandra-Shekara AC, Xia Y, Hersh

M, Stromberg AJ, Navarre D, Kachroo A, Kachroo P. Enhanced disease susceptibility 1 and salicylic acid act redundantly to regulate resistance gene-mediated signaling. R. PLoS Genet. 2009 Jul;5(7):e1000545. PMID: 19578402 PMCID: PMC2695777

66. Mienaltowski, Michael. Huang, Liping. Stromberg, AJ. MacLeod, James.

Differential gene expression associated with postnatal equine articular cartilage maturation. BMC Musculoskeletal Disorders. 2008 Nov 5;9:149. PMID: 18986532 PMCID: PMC2585085

67. McIntyre JC, Bose SC, Stromberg AJ, McClintock TS. Emx2 stimulates odorant

receptor gene expression. BMC Musculoskeletal Disorder. 2008 Nov 5;9:149. PMID: 18854508 PMCID: PMC2580733

68. Huang L, Zhu W, Saunders CP, Macleod JN, Zhou M, Stromberg AJ, Bathke AC.

A novel application of quantile regression for identification of biomarkers exemplified by equine cartilage microarray data. BMC Bioinformatics. 2008 Jul 2;9:300. PMID: 18597687 PMCID: PMC2474617

69. Danaher RJ, McGarrell BS, Stromberg AJ, Miller CS. Herpes simplex virus type 1

modulates cellular gene expression during quiescent infection of neuronal cells. Arch Virol. 2008 Jun 12;153(7):1335-45. PMID: 18548318

Arnold J. Stromberg 9 70. Wang WX, Wilfred BR, Baldwin DA, Isett RB, Ren N, Stromberg A, Nelson PT.

Focus on RNA isolation: obtaining RNA for microRNA (miRNA) expression profiling analyses of neural tissue. Biochem Biophys Acta. 2008 Nov;1779(11):749-57. Epub 2008 Feb 13. PMID: 17951467 PMCID: PMC2650220

71. Shen H, Oesterling E, Stromberg A, Toborek M, MacDonald R, Hennig B. Zinc

deficiency induces vascular pro-inflammatory parameters associated with NF-kappaB and PPAR signaling. J Am Coll Nutr. 2008 Oct;27(5):577-87. PMID:18845708

72. Schardl CL, Craven KD, Speakman S, Stromberg A, Lindstrom A, Yoshida R. A

novel test for host-symbiont codivergence indicates ancient origin of fungal endophytes in grasses. Syst Biol. 2008 Jun;57(3):483-98. PMID 18570040

73. Wang WX, Rajeev BW, Stromberg AJ, Ren N, Tang G, Huang Q, Rigoutsos I,

Nelson PT. The expression of microRNA miR-107 decreases early in Alzheimer's disease and may accelerate disease progression through regulation of beta-site amyloid precursor protein-cleaving enzyme 1. J Neurosci. 2008 Jan 30;28(5):1213-23. PMID: 18234899

74. Chelvarajan L, Popa D, Liu Y, Getchell TV, Stromberg AJ, Bondada S. Molecular

mechanisms underlying anti-inflammatory phenotype of neonatal splenic macrophages. J Leukoc Biol. 2007 Aug;82(2):403-16

75. Shen H, MacDonald R, Bruemmer D, Stromberg A, Daugherty A, Li XA, Toborek

M, Hennig B. Zinc deficiency alters lipid metabolism in LDL receptor deficient mice treated with rosiglitazone. 2007 Nov;137(11):2339-45. PMID: 17951467.

76. Vaishnav RA, Getchell ML, Huang L, Hersh MA, Stromberg AJ, Getchell TV.

Cellular and molecular characterization of oxidative stress in olfactory epithelium of Harlequin mutant mouse. J Neurosci Res. 2007 Jan;86(1):165-82. PMID: 17868149

77. Borders AS, Hersh MA, Getchell ML, van Rooijen N, Cohen DA, Stromberg AJ,

Getchell TV. Macrophage-Mediated Neuroprotection and Neurogenesis in the Olfactory Epithelium. Physiol Genomics. 2007 Nov 14;31(3):531-43. PMID: 17848607

78. Riddle WT, LeBlanc MM, Stromberg AJ. Relationships between uterine culture,

cytology and pregnancy rates in a Thoroughbred practice. Theriogenology. 2007 Aug;68(3):395-402

79. LeBlanc MM, Magsig J, Stromberg AJ. Use of a low-volume uterine flush for

diagnosing endometritis in chronically infertile mares. Theriogenology. 2007 68(3):403-12.

Arnold J. Stromberg 10 80. Chelvarajan L, Popa D, Liu Y, Getchell TV, Stromberg AJ, Bondada S. Molecular

mechanisms underlying anti-inflammatory phenotype of neonatal splenic macrophages. J Leukoc Biol. 2007 82(2):403-16.

81. Mahid SS, Minor KS, Stromberg AJ, Galandiuk S. Active and passive smoking in

childhood is related to the development of inflammatory bowel disease. Inflamm Bowel Dis. 2007 13(4):431-8.

82. Leblanc MM, Magsig J, Stromberg AJ. Use of a low-volume uterine flush for

diagnosing endometritis in chronically infertile mares. Theriogenology. 2007 May 30.

83. Chelvarajan L, Popa D, Liu Y, Getchell TV, Stromberg AJ, Bondada S.

Molecular mechanisms underlying anti-inflammatory phenotype of neonatal splenic macrophages J Leukoc Biol. 2007 May 10.

84. Mahid SS, Minor KS, Stromberg AJ, Galandiuk S. Active and passive

smoking in childhood is related to the development of inflammatory bowel disease. Inflamm Bowel Dis. 2007 Apr;13(4):431-8.

85. Balko JM, Potti A, Saunders C, Stromberg A, Haura EB, Black EP. Gene

expression patterns that predict sensitivity to epidermal growth factor receptor tyrosine kinase inhibitors in lung cancer cell lines and human lung tumors. BMC Genomics. 2006 Nov 10;7:2

86. Bergin BJ, Pierce SW, Bramlage LR, Stromberg AJ, Oral hyaluronan gel reduces

post operative tarsocrural effusion in the yearling Thoroughbred. Equine Vet J. 2006 Jul;38(4):375-8.

87. Mahid SS, Minor KS, Stromberg AJ, Galandiuk S. Active and passive smoking in

childhood is related to the development of inflammatory bowel disease. Inflamm Bowel Dis. 2006 Dec 19

88. Li H, Wood CL, Liu Y, Getchell- TV, Getchell ML, Stromberg AJ. “Identification of

Gene Expression Patterns using Planned Linear Contrasts.” BMC Bioinformatics. 2006 May 5;7(1):245

89. Marilyn L. Getchell, Hao Li, Radhika Vaishnav, Aaron Borders, Jassir Witta,

Nishikant Subhedar, Willem de Villiers, Arnold Stromberg, and Thomas Getchell “Temporal gene expression profiles of target-ablated olfactory epithelium in mice with disrupted expression of scavenger receptor A: impact on macrophages.” Physiol. Genomics 2006 Nov 27;27(3):245-63..

90. Turina M, Pennington CJ, Kimberling J, Stromberg AJ, Petras RE, Galandiuk S.

Chronic Pouchitis “After Ileal Pouch-Anal Anastomosis for Ulcerative Colitis: Effect on Quality of Life.” J Gastrointest Surg. 2006 Apr;10(4):600-606.

91. Lien YC, Noel T, Liu H, Stromberg AJ, Chen KC, St Clair DK. ”Phospholipase C-

delta1 is a critical target for tumor necrosis factor receptor-mediated protection

Arnold J. Stromberg 11

against adriamycin-induced cardiac injury.” Cancer Res. 2006 Apr 15;66(8):4329-38.

92. Chelvarajan RL, Liu Y, Popa D, Getchell ML, Getchell TV, Stromberg AJ,

Bondada S. “Molecular basis of age-associated cytokine dysregulation in LPS-stimulated macrophages.”J Leukoc Biol. 2006 Apr 7;

93. Getchell TV, Kwong K, Saunders CP, Stromberg AJ, Getchell ML. “Leptin

regulates olfactory-mediated behavior in ob/ob mice.” Physiol Behav. 2006 May 30;87(5):848-56.

94. Thompson JS, Asmis R, Glass J, Liu H, Wilson C, Nelson B, Brown SA,

Stromberg AJ. “P53 status influences regulation of HSPs and ribosomal proteins by PDTC and radiation.” Biochem Biophys Res Commun. 2006 May 5;343(2):435-42.

95. Colliver DW, Crawford NP, Eichenberger MR, Zacharius W, Petras RE,

Stromberg AJ, Galandiuk S. “Molecular profiling of ulcerative colitis-associated neoplastic progression.” Exp Mol Pathol. 2006 Feb;80(1):1-10.

96. Hua Liu, Sergey Tarima, Aaron S. Borders, Thomas V. Getchell, Marilyn L.

Getchell, and Arnold J. Stromberg. “Quadratic Regression Analysis for Gene Discovery and Pattern Recognition for Non cyclic Short Time-course Microarray Experiments” BMC Bioinformatics 2005, 6:106

97. Toman J, Turina M, Ray M, Petras RE, Stromberg AJ, Galandiuk S. “Slow transit

colon constipation is not related to the number of interstitial cells of Cajal.” Int J Colorectal Dis. 2006 Sep;21(6):527-32.

98. Susantha Chandraratna, Nikiforos Stamatiadis, Arnold Stromberg. “Crash

Involvement of Drivers with Multiple Crashes” Accident Analysis & Prevention. May, 2006 38:3 532-541

99. Julia C Mallory, Gerard Crudden, Amelia Oliva, Christopher Saunders, Arnold

Stromberg, and Rolf J Craven. “A novel group of genes regulate susceptibility to anti-neoplastic drugs in highly tumorigenic breast cancer cells” Molecular Pharmacology 2005 : mol.105.016519v1

100. Zhong L, Hidalgo GE, Stromberg AJ, Khattar NH, Jett JR, Hirschowitz EA. “Using

Protein Microarray as a Diagnostic Assay for Non-Small Cell Lung Cancer.” Am J Respir Crit Care Med. 2005 Aug 18;

101. Galandiuk S, Kimberling J, Al-Mishlab TG, Stromberg AJ “Perianal Crohn

disease: predictors of need for permanent diversion” Annals Surgery 2005 May, 241:796-801.

102. Senthil, G, Liu, H, Puram VG, Clark A, Stromberg A, Goodin MM. “Specific and

common changes in Nicotiana benthamiana in response to infection by enveloped viruses” Journal of General Virology Sep 2005; 86: 2615 - 2625.

Arnold J. Stromberg 12 103. EM Blalock, K-C Chen, AJ Stromberg, CM Norris, I Kadish, SD Kraner, NM Porter

and PW Landfield “Harnessing the Power of Gene Microarrays for the Study of Brain Aging and Alzheimer’s Disease: Statistical Reliability and Functional Correlation” Ageing Res Rev. 2005 Nov;4(4):481-512.

104. Mallory JC, Crudden G, Oliva A, Saunders C, Stromberg A, Craven RJ. A novel

group of genes regulates susceptibility to antineoplastic drugs in highly tumorigenic breast cancer cells. Mol Pharmacol. 2005 Dec;68(6):1747-56.

105. Getchell TV, Liu H, Vaishnavd RA, Kwong K, Stromberg AJ, and Getchell, ML.

“Temporal Profiling of Gene Expression During Neurogenesis and Remodeling in the Olfactory Epithelium at Short Intervals after Target Ablation,” Journal of Neuroscience Research 2005 May 1, 80:309-29

106. Sharon E. Riley, Ph.D., Arnold J. Stromberg, Ph.D., and James Clark, Ph.D. “Assessing Parent Satisfaction with Children’s Mental Health Services: The Youth Services Survey for Families (YSSF),”Journal of Child and Family Studies. March, 2005: 87-99.

107. “Evaluation of early fetal loss induced by gavage with eastern tent caterpillars in

pregnant mares,” Bernard WV, LeBlanc MM, Webb BA, Stromberg AJ. J Am Vet Med Assoc 225: 717-721, 2004.

108. “Analysis of oligonucleotide array experiments with repeated measures using

mixed models,” Li H, Wood CL1, Getchell TV, Getchell ML, Stromberg AJ. BMC Bioinformatics 2004, 5:209.

109. “Target ablation-induced regulation of macrophage recruitment into the olfactory

epithelium of Mip-1{alpha}-/- mice and restoration of function by exogenousMIP-1{alpha},”Kwong K, Vaishnav RA, Liu Y, Subhedar N, Stromberg AJ, Getchell ML, Getchell TV. Physiol Genomics. 2004 Oct 5

110. “Identification of Circulating Antibodies to Tumor-associated Proteins for Combined

Use as Markers of Non-Small Cell Lung Cancer,” Zhong L, Xuejun Peng X, Hidalgo GE, Doherty DE, Stromberg AJ, Hirschowitz EA. Proteomics 4(4), 1216-1225, 2004.

111. “Why Write Statistical Software? The Case of Robust Statistical Methods.” A.J.

Stromberg, Journal of Statistical Software (Volume 10, Issue 5, 2004). 112. “Large scale gene profiling of the liver in a mouse model of chronic, intragastric

ethanol infusion,” Deaciuc IV, Doherty DE, Burikhanov R, Lee EY, Stromberg AJ, Peng X, de Villiers WJS. Journal of Hepatology 40 (2) (2004) pp. 219-227.

113. “Thiamine transporter gene expression and exogenous thiamine modulate the

expression of genes involved in drug and prostaglandin metabolism in breast cancer cells.” Liu S, Stromberg AJ, Tai HH, Moscow JA. Molecular Cancer Research, 2004 Aug. 2: 477-87.

114. "In Silico Analysis of Gene Expression Profiles in the Olfactory Mucosae of Aging

Senescence-Accelerated Mice" T.V. Getchell, X. Peng, C.P. Green, A.J.

Arnold J. Stromberg 13

Stromberg, K-C. Chen, M.P. Mattson, and M.L. Getchell Journal of Neuroscience Research. 2004 Aug. 01 77(3): 430-52.

115. “ApoA-II modulates the association of HDL with class B scavenger receptors SR-

BI and CD36,” Maria C. de Beer, Lawrence W. Castellani, Lei Cai, Arnold J. Stromberg, Frederick C. de Beer, and Deneys R. van der Westhuyzen. Journal of Lipid Research (Apr;45(4):706-15, 2004).

116. “Statistical implications of pooling RNA samples for microarray experiments.”

Xuejun Peng , Constance L Wood , Eric M Blalock , Kuey Chu Chen , Philip W Landfield and Arnold J Stromberg. (2003) BMC Bioinformatics 4:26.

117. “Serum Autoantibodies to HSP 70 and HSP 90 as Potential Markers for Non-Small

Cell Lung Cancer,” Zhong L, Peng X, Hidalgo GE, Doherty DE, Stromberg AJ, Hirschowitz EA. Cancer Detection and Prevention 2003 27(4):285-290.

118. “Age-Related Trends in Gene Expression in the Chemosensory-Nasal Mucosae of

Senescence-Accelerated Mice.” Getchell, T.V., Peng, X., Stromberg, A., Chen, K., Green, P., Ingram, D.K., Mattson, M.P., and Getchell, M.L. (2003). Ageing Research Reviews, 2003 Apr;2(2):211-43.

119. “Statistical Issues for Microarray Data Analysis,” A Beginner's Guide to

Microarrays, E. Blalock, Ed. Peng, X. and Stromberg, A. J. (2003) Kluwer Press, New York, NY.

120. “Estimating the number of release sites and probability of firing within the nerve

terminal by statistical analysis of synaptic charge.”Viele, K., Stromberg, A.J., and Cooper, R.L. (2003) Synapse, 47: 15-25.

121. “Control Charts for the Median and Interquartile Range. ”Stromberg, A. J., Griffith,

W., and Smith, M. (2002) In Developments in Robust Statistics. Proceedings of ICORS 2001 Edited by R. Dutter, U. Gather, P.J. Rousseeuw and P. Filzmoser.

122. “Determining the number of Components in a Mixture of Linear Regression

Models” Hawkins, D., Allen, D. and Stromberg, A.J. (2001), Computational and Statistical Data Analysis, 38:15-48.

123. “The Least Trimmed Differences Regression Estimator and Alternatives”

Stromberg, A.J., Hossjer, O., and Hawkins, D. (2000), Journal of the American Statistical Association., Sept. 2000.

124. “Some Software for Computing Robust Linear or Nonlinear Regression

Estimators.”Stromberg, A.J. (1997), Communications in Statistics - Simulation and Computation. 26:3 p. 947-959.

125. “Consistency of the Least Median of Squares Estimator in Nonlinear

Regression.”Stromberg, A.J. (1995), Communications in Statistics - Theory and Methods. 24:8.

126. “Easy Implementation of Writing In Introductory Statistics Courses,” Stromberg,

A.J., and Ramanathan, S. (1995), The American Statistician. 50 159-165.

Arnold J. Stromberg 14 127. “Efficient Computation of Statistical Procedures Based on all Subsets of a

Specified Size,” Hinkle, J.E. and Stromberg, A.J. (1996), Communications in Statistics - Theory and Methods. 25:3.

128. “Distributing a Computationally Intensive Estimator: The case of Exact LMS

Regression,” Hawkins, D.M., Simonoff, J.S. and Stromberg, A.J. (1994), Computational Statistics 9, 83-95.

129. “Computing the Exact Value of the Least Median of Squares Estimate and Stability

Diagnostics in Multiple Linear Regression,” Stromberg, A.J. (1993), SIAM Journal on Scientific Computation}, 14, 1289-1299.

130. “Computation of High Breakdown Nonlinear Regression Parameters,” Stromberg,

A.J. (1993), Journal of the American Statistical Association, 88, 237-244. 131. “Breakdown in Nonlinear Regression,” Stromberg, A.J. and Ruppert, D. (1992),

Journal of the American Statistical Association, 87, 991-997. 132. “High Breakdown Estimators in Nonlinear Regression,” Stromberg, A.J., (1992),

In L1 Statistical Analysis and Related Methods, ed. Y. Dodge. Elsevier Science Publishers, pp. 103-112.

Consulting

133. Kimbrough CW, Egger ME, McMasters KM, Stromberg AJ, Martin RC, Philips P, Scoggins CR. Molecular Staging of Sentinel Lymph Nodes Identifies Melanoma Patients at Increased Risk of Nodal Recurrence. J Am Coll Surg. 2016 Apr;222(4):357-63. doi: 10.1016/j.jamcollsurg.2015.12.042. PubMed PMID: 26875070.

134. Egger ME, Kimbrough CW, Stromberg AJ, Quillo AR, Martin RC 2nd, Scoggins CR, McMasters KM. Melanoma Patient-Reported Quality of Life Outcomes Following Sentinel Lymph Node Biopsy, Completion Lymphadenectomy, and Adjuvant Interferon: Results from the Sunbelt Melanoma Trial. Ann Surg Oncol. 2016 Mar;23(3):1019-25. doi: 10.1245/s10434-015-5074-2. PubMed PMID: 26744107.

135. Ebersole JL, Kirakodu S, Novak MJ, Exposto CR, Stromberg AJ, Shen S, Orraca

L, Gonzalez-Martinez J, Gonzalez OA. Effects of aging in the expression of NOD-like receptors and inflammasome-related genes in oral mucosa. Mol Oral Microbiol. 2016 Feb;31(1):18-32. doi: 10.1111/omi.12121. PubMed PMID: 26197995; PubMed Central PMCID: PMC4712099.

136. Addition of an iliac/obturator lymph node dissection does not improve nodal

recurrence or survival in melanoma. Egger ME, Brown RE, Roach BA, Quillo AR, Martin RC 2nd, Scoggins CR, Stromberg AJ, McMasters KM. J Am Coll Surg. 2014 Jul;219(1):101-8. doi: 10.1016/j.jamcollsurg.2014.02.019. Epub 2014 Mar 2. PubMed PMID: 24726566.

137. Comparison of sentinel lymph node micrometastatic tumor burden measurements

in melanoma. Egger ME, Bower MR, Czyszczon IA, Farghaly H, Noyes RD, Reintgen DS, Martin RC 2nd, Scoggins CR, Stromberg AJ, McMasters KM. J Am

Arnold J. Stromberg 15

Coll Surg. 2014 Apr;218(4):519-28. doi: 10.1016/j.jamcollsurg.2013.12.014. Epub 2013 Dec 21. PubMed PMID: 24491245.

138. Prognostic factors in young women with cutaneous melanoma. Burton AL, Egger ME, Quillo AR, Stromberg AJ, Hagendoorn L, Scoggins CR, Martin RC 2nd, McMasters KM, Callender GG. Am J Surg. 2014 Jan;207(1):102-8. doi: 10.1016/j.amjsurg.2013.10.002. Epub 2013 Oct 25. PubMed PMID: 24330977.

139. Outcomes and prognostic factors in superficial spreading melanoma. Egger ME,

Stepp LO, Callender GG, Quillo AR, Martin RC 2nd, Scoggins CR, Stromberg AJ, McMasters KM. Am J Surg. 2013 Dec;206(6):861-7; discussion 867-8. doi: 10.1016/j.amjsurg.2013.09.003. Epub 2013 Oct 1. PubMed PMID: 24124662.

140. Incidence of sentinel lymph node involvement in a modern, large series of

desmoplastic melanoma. Egger ME, Huber KM, Dunki-Jacobs EM, Quillo AR, Scoggins CR, Martin RC 2nd, Stromberg AJ, McMasters KM, Callender GG. J Am Coll Surg. 2013 Jul;217(1):37-44; discussion 44-5. doi: 10.1016/j.jamcollsurg.2013.05.006. PMID:23791271

141. Diversity of stage III melanoma in the era of sentinel lymph node biopsy. Egger

ME, Callender GG, McMasters KM, Ross MI, Martin RC 2nd, Edwards MJ, Urist MM, Noyes RD, Sussman JJ, Reintgen DS, Stromberg AJ, Scoggins CR. Ann Surg Oncol. 2013 Mar;20(3):956-63. doi: 10.1245/s10434-012-2701-z. Epub 2012 Oct 14. PMID:23064795

142. Assessment of mitotic rate reporting in melanoma. Burton AL, Egger ME, Gilbert

JE, Stromberg AJ, Hagendoorn L, Martin RC, Scoggins CR, McMasters KM, Callender GG.Am J Surg. 2012 Dec;204(6):969-74; discussion 974-5. doi: 10.1016/j.amjsurg.2012.05.021. Epub 2012 Oct 1.PMID:23036603

143. Unique prognostic factors in acral lentiginous melanoma. Egger ME, McMasters

KM, Callender GG, Quillo AR, Martin RC 2nd, Stromberg AJ, Scoggins CR.Am J Surg. 2012 Dec;204(6):874-9; discussion 879-80. doi: 10.1016/j.amjsurg.2012.05.013. Epub 2012 Sep 28. PMID:23022254

144. The lymph node ratio has limited prognostic significance in melanoma. Egger ME, Scoggins CR, Martin RC 2nd, Stromberg AJ, Quillo AR, McMasters KM, Callender GG.J Surg Res. 2013 Jan;179(1):10-7. doi: 10.1016/j.jss.2012.08.050. Epub 2012 Sep 5.PMID:22967706

145. Egger ME, Callender GG, McMasters KM, Ross MI, Martin RC 2nd, Edwards MJ,

Urist MM, Noyes RD, Sussman JJ, Reintgen DS, Stromberg AJ, Scoggins CR. Diversity of Stage III Melanoma in the Era of Sentinel Lymph Node Biopsy. Ann Surg Oncol. 2012 Oct 14. [Epub ahead of print] PMID: 23064795

146. Burton AL, Egger ME, Gilbert JE, Stromberg AJ, Hagendoorn L, Martin RC,

Scoggins CR, McMasters KM, Callender GG. Assessment of mitotic rate reporting in melanoma. Am J Surg. 2012 Dec;204(6):969-75. doi: 10.1016/j.amjsurg.2012.05.021. Epub 2012 Oct 1. PMID: 23036603

Arnold J. Stromberg 16 147. Egger ME, McMasters KM, Callender GG, Quillo AR, Martin RC 2nd, Stromberg

AJ, Scoggins CR. Unique prognostic factors in acral lentiginous melanoma. Am J Surg. 2012 Dec;204(6):874-80. doi: 10.1016/j.amjsurg.2012.05.013. Epub 2012 Sep 28. PMID: 23022254

148. Egger ME, Scoggins CR, Martin RC 2nd, Stromberg AJ, Quillo AR, McMasters

KM, Callender GG. The lymph node ratio has limited prognostic significance in melanoma. J Surg Res. 2013 Jan;179(1):10-7. doi: 10.1016/j.jss.2012.08.050. Epub 2012 Sep 5. PMID: 22967706

149. Egger ME, Dunki-Jacobs EM, Callender GG, Quillo AR, Scoggins CR, Martin RC

2nd, Stromberg AJ, McMasters KM. Outcomes and prognostic factors in nodular melanomas. Surgery. 2012 Oct;152(4):652-9; discussion 659-60. doi: 10.1016/j.surg.2012.07.006. Epub 2012 Aug 25. PMID: 22925134

150. Egger ME, Tabler BL, Dunki-Jacobs EM, Callender GG, Scoggins CR, Martin RC

2nd, Quillo AR, Stromberg AJ, McMasters KM. Clinicopathologic and survival differences between upper and lower extremity melanomas. Am Surg. 2012 Jul;78(7):779-87. PMID: 22748538

151. Callender GG, Gershenwald JE, Egger ME, Scoggins CR, Martin RC 2nd, Schacherer CW, Edwards MJ, Urist MM, Ross MI, Stromberg AJ, McMasters KM. A novel and accurate computer model of melanoma prognosis for patients staged by sentinel lymph node biopsy: comparison with the American Joint Committee on Cancer model. J Am Coll Surg. 2012 Apr;214(4):608-17; discussion 617-9. doi: 10.1016/j.jamcollsurg.2011.12.027. Epub 2012 Feb 17. PMID: 22342785

152. Callender GG, Egger ME, Burton AL, Scoggins CR, Ross MI, Stromberg AJ, Hagendoorn L, Robert Martin CG 2nd, McMasters KM. Prognostic implications of anatomic location of primary cutaneous melanoma of 1 mm or thicker. Am J Surg. 2011 Dec;202(6):659-65. PMID: 22137134

153. Burton AL, Gilbert J, Farmer RW, Stromberg AJ, Hagendoorn L, Ross MI, Martin

RC 2nd, McMasters KM, Scoggins CR, Callender GG. Regression does not predict nodal metastasis or survival in patients with cutaneous melanoma. Am Surg. 2011 Aug;77(8):1009-13. PMID: 21944515

154. Egger ME, Gilbert JE, Burton AL, McMasters KM, Callender GG, Quillo AR, Brown

RE, St Hill CR, Hagendoorn L, Martin RC 2nd, Stromberg AJ, Scoggins CR. Lymphovascular invasion as a prognostic factor in melanoma. Am Surg. 2011 Aug;77(8):992-7. PMID: 21944512

155. Burton AL, Roach BA, Mays MP, Chen AF, Ginter BA, Vierling AM, Scoggins CR,

Martin RC, Stromberg AJ, Hagendoorn L, McMasters KM. Prognostic significance of tumor infiltrating lymphocytes in melanoma. Am Surg. 2011 Feb;77(2):188-92. PMID: 21337878

156. Roach BA, Burton AL, Mays MP, Ginter BA, Martin RC, Stromberg AJ, Hagendoorn L, McMasters KM, Scoggins CR. Does mitotic rate predict sentinel lymph node metastasis or survival in patients with intermediate and thick

Arnold J. Stromberg 17

melanoma? Am J Surg. 2010 Dec;200(6):759-63; discussion 763-4. PMID: 21146017

157. Brown RE, Stromberg AJ, Hagendoorn LJ, Hulsewede DY, Ross MI, Noyes RD, Goydos JS, Urist MM, Edwards MJ, Scoggins CR, McMasters KM, Martin RC 2nd. Surveillance after surgical treatment of melanoma: futility of routine chest radiography. Surgery. 2010 Oct;148(4):711-6; discussion 716-7. PMID: 20800862

158. McMasters KM, Edwards MJ, Ross MI, Reintgen DS, Martin RC 2nd, Urist MM,

Noyes RD, Sussman JJ, Stromberg AJ, Scoggins CR. Ulceration as a predictive marker for response to adjuvant interferon therapy in melanoma. Ann Surg. 2010 Sep;252(3):460-5; discussion 465-6. PMID: 20739846

159. Bower MR, Scoggins CR, Martin RC 2nd, Mays MP, Edwards MJ, Reintgen DS,

Ross MI, Urist MM, Noyes RD, Sussman JJ, Hagendoorn LJ, Stromberg AJ, McMasters K. Second primary melanomas: incidence and outcome. Am Surg. 2010 Jul;76(7):675-81. PMID: 20698369

160. Brown RE, Ross MI, Edwards MJ, Noyes RD, Reintgen DS, Hagendoorn LJ, Stromberg AJ, Martin RC, McMasters KM, Scoggins CR. The prognostic significance of nonsentinel lymph node metastasis in melanoma. Ann Surg Oncol. 2010 Dec;17(12):3330-5. PMID: 20645010

161. Scoggins CR, Bowen AL, Martin RC 2nd, Edwards MJ, Reintgen DS, Ross MI,

Urist MM, Stromberg AJ, Hagendoorn L, McMasters KM. Prognostic information from sentinel lymph node biopsy in patients with thick melanoma. Arch Surg. 2010 Jul;145(7):622-7. PMID: 20644123

162. Mays MP, Martin RC, Burton A, Ginter B, Edwards MJ, Reintgen DS, Ross MI,

Urist MM, Stromberg AJ, McMasters KM, Scoggins CR. Should all patients with melanoma between 1 and 2 mm Breslow thickness undergo sentinel lymph node biopsy? Cancer. 2010 Mar 15;116(6):1535-44. PMID: 20108306

163. Eid S, Stromberg AJ, Ames S, Ellis S, McMasters KM, Martin RC. “Assessment of symptom experience in patients undergoing hepatic resection or ablation.” Cancer. 2006 Dec 1;107(11):2715-22.

164. Scoggins CR, Ross MI, Reintgen DS, Noyes RD, Goydos JS, Beitsch PD, Urist MM, Ariyan S, Davidson BS, Sussman JJ, Edwards MJ, Martin RC, Lewis AM, Stromberg AJ, Conrad AJ, Hagendoorn L, Albrecht J, McMasters KM. “Prospective multi-institutional study of reverse transcriptase polymerase chain reaction for molecular staging of melanoma.” J Clin Oncol. 2006 Jun 20;24(18):2849-57.

165. Scoggins CR, Ross MI, Reintgen DS, Noyes RD, Goydos JS, Beitsch PD, Urist

MM, Ariyan S, Sussman JJ, Edwards MJ, Chagpar AB, Martin RC, Stromberg AJ, Hagendoorn L, McMasters KM; “Gender-related differences in outcome for melanoma patients.” Ann Surg. 2006 May;243(5):693-8;

166. Scoggins CR, Ross MI, Reintgen DS, Noyes RD, Goydos JS, Beitsch PD, Urist MM, Ariyan S, Sussman JJ, Edwards MJ, Chagpar AB, Martin RC, Stromberg AJ,

Arnold J. Stromberg 18

Hagendoorn L, McMasters KM; Gender-Related Differences in Outcome for Melanoma Patients.Ann Surg. 2006 May;243(5):693-700.

167. Martin RC 2nd, Chagpar A, Scoggins CR, Edwards MJ, Hagendoorn L, Stromberg

AJ, McMasters KM. “Clinicopathologic factors associated with false-negative sentinel lymph-node biopsy in breast cancer.” Ann Surg. 2005 Jun;241(6):1005-12; discussion 1012-5.

168. “Correlation Between Prognostic Factors and Increasing Age in Melanoma,” Celia Chao, MD, Robert C. G. Martin II, MD, Merrick I. Ross, MD, Douglas S. Reintgen, MD, Michael J. Edwards, R. Dirk Noyes, Lee J. Hagendoorn, BS, Arnold J. Stromberg, PhD, and Kelly M. McMasters, MD, PhD. Annals of Surgical Oncology, Mar, 11(3):259-64, 2004).

Proceedings 1. “A New Nonparametic Control Chart for the Range,” Stromberg, A.J. (2001), In

American Statistical Association Proceedings of the Section on Quality and Productivity.

2. “New Nonparametric Control Charts for the Median and Trimmed Range.”

Stromberg, A.J., Griffith, W. and Smith, M. (2000), in American Statistical Association Proceedings of the Section on Quality and Productivity.

3. “Efficient Computation of Statistical Procedures Based on Subsetting the

Observations,'' Hinkle, J. and Stromberg, A. J. (1994) In Computer Science and Statistics, 26, 419-422.

4. “Using Multiple Processors to Compute Robust Regression Estimators,'' Stromberg,

A.J. and Gardner, S., (1994) Invited paper in Computer Science and Statistics, 26, 385-391.

5. “Software for computing a robust efficient linear or nonlinear regression estimator,”

Stromberg, A.J. (1994), invited paper in the American Statistical Association 1994 Proceedings of the Section on Statistical Education. pgs. 6-11.

Other Publications

1. “Estimating the number of release sites and probability of firing within the nerve terminal by statistical analysis of synaptic charge,” Cooper, R.L., Viele, K., and Stromberg, A.J. (2003). (Abstract, Society for Integrative and Comparative Biology annual meeting. Toronto, Canada, January 4-7).

2. Book review of “Robust Diagnostic Regression Analysis,” Stromberg, A.J. (2002),

by A. Atkinson M. Riani, Journal of the American Statistical Association to appear.

3. Book review of “Asymptotic Theory of Nonlinear Regression,” Stromberg, A.J.

(2001), by A. Ivanov, Journal of the American Statistical Association.

Arnold J. Stromberg 19 4. Book review of “Number-theoretic Methods in Statistics,” Stromberg, A.J. (1996), by

K.-T.Fand and Y. Wang. Technometrics 38, 527-528. 5. Book review of “Alternative Methods of Regression,” Stromberg, A.J. (1995), by D.

Burkes and Y. Dodge. Journal of the American Statistical Association 90, 386. 6. “Comment on Hettmansperger and Sheather," Stromberg, A.J. (1993), American

Statistician, 47, 87.

Presentations

Invited

1. “High Breakdown Estimators: Boom or Bust?” School of Public Health, Johns Hopkins University, October, 1991.

2. “High Breakdown Estimation in Nonlinear Regression.” Second International

Conference on the L1 Norm and Related Methods. Neuchatel, Switzerland, August, 1992.

3. “Breakdown of Covariance Estimates in Linear Regression.” School of Statistics,

University of Minnesota, May, 1992. 4. “High Breakdown Estimation.” Kentucky Chapter Meeting of the American Statistical

Association. February, 1992. 5. “Bootstrapped versus Jackknifed Covariance Estimates.” Department of Statistics,

Virginia Tech, November, 1992. 6. “Robust Covariance Estimates Based on Resampling.” Symposium on Future

Directions in Robust Methods and Data Analysis, June, 1994. 7. “Using Multiple Processors to Compute Robust Regression Estimators.” Interface 94

- 26th Symposium on the Interface: Computing Science and Statistics, June, 1994.

8. “Software for computing a robust efficient linear or nonlinear regression estimator.”

Annual Meetings of the American Statistical Association, August, 1994. 9. “New Directions in Statistical Research.” Center for Computational Sciences,

University of Kentucky. March, 1995. 10. “New Directions in Multivariate Analysis.” Southern Region Council on Statistics

(SRCOS) Summer Research Conference in Statistics. June, 1995.

11. “Some New Robust Regression Estimators.” School of Statistics, University of Minnesota, May, 1996.

12. “New Methods of Assessing Variability for Range Control Charts and Other

Engineering Applications,” Department of Civil Engineering, University of Kentucky, November, 2001.

Arnold J. Stromberg 20 13. Microarray Data Analysis. (Invited Speaker) Arnold Stromberg and Xuejun Peng.

Kentucky Chapter of the American Statistical Association, Annual Meeting, Oct 2002. Frankfort, KY.

14. “Computational Issues in Robust Statistics.” Invited presentation at the 2002

International Conference on Robust Statistics, Vancouver, British Columbia, Canada, May 2002.

15. “Report on the 2002 Workshop on Computational Methods for Robust Statistics”.

Invited presentation at the 2003 International Conference on Robust Statistics, Antwerp Belgium, July 2003.

16. Li, H., Stromberg, A.J., Getchell, T.V., and Getchell, M.L. (2003) Analysis of cDNA

microarray data from split-plot experiments using mixed model. Abstract and Presentation at 2003 Joint Statistical Meetings. San Francisco CA. August, 2003.

17. Langub, M.C., Li, H., Stromberg, A., Malluche, H.H., and Koszewski, N.J. (2003)

PTH-(7-84) exerts differential global gene expression compared to PTH-(1-84) in cultured human osteoclasts. Abst. Am. Soc. Nephrology.

18. Experiment Design and statistical Analysis for Microarrays.(Invited Speaker) Xuejun

Peng, Eric Blalock, and Arnold Stromberg. The 2nd Virtual conference on Genomics and Bioinformatics, Sept. 2002. Fargo, ND.

19. Bioinformatics at the University of Kentucky. Arnold J. Stromberg. Presented at

OVALS 2004: Life Sciences Without Boundaries Leveraging Resources… Converging Interests. Spring, 2004.

20. Robust Regression for Microarray Data Analysis, Arnold J. Stromberg, Hanga

Galfalvy, Steven Grambow, Johanna Hardin. Invited paper presented at the Annual Meeting of the American Statistical Association. Toronto, Canada, August 2004.

21. Statistical Analysis for Microarray Data. Arnold J. Stromberg. Presented to the

Cincinnati Chapter of the American Statistical Association. November, 2004

Contributed

1. “Computing the Exact Value of the Least Median of Squares Estimate in Multiple Linear Regression.” Annual Meeting of the Institute of Mathematical Statistics, August 1991.

2. “Breakdown of Covariance Estimates in Linear Regression.” Annual Meeting of the

Institute of Mathematical Statistics August 1992. 3. “Confidence Intervals based on Resampling for Robust Regression Estimators.”

Annual Meeting of the Institute of Mathematical Statistics. August, 1993. 4. “Robust Esimation of Parameters for Fitting Circular Arcs.” Annual Meeting of the

Institute of Mathematical Statistics August 9-13, 1998. Joint with Nathan S. Netanyahu, Vasanth Philomin, and Azriel Rosenfeld.

Arnold J. Stromberg 21 5. “Control Charts for the Median and Interquartile Range” International Conference on

Robust Statistics, Vorau, Austria, July, 2001. 6. “A New Nonparametric Control Chart for the Range.” Annual Meeting of the

American Statistical Association. August, 2001

7. Implications of Pooling RNA Samples for Microarray Experiments.(Contributed

Paper). Xuejun Peng, Constance Wood, and Arnold Stromberg. The International Biometric Society, Eastern North American Region Spring Meeting March 30 April 2, 2003. Tampa, FL. (Received $500 prize as runner up for Best Student Paper. The paper has now appeared in BMC Bioinformatics.)

8. Compound False Positive Rate and Compound Power: an alternative approach to

multiple-hypothesis testing in Microarrays. (Contributed Paper). Xuejun Peng, Arne Bathke, Constance Wood, Richard Kryscio and Arnold Stromberg. Joint Statistical Meeting, August 2003. San Francisco, CA. (Received $1000 prize for Best Student Papers in Biopharmaceutical Section.

9. “Changes in Nicotiana benthamiana gene expression in response to rhabdovirus

and tospovirus infection”. M Goodin, G Senthil, H Liu, and AJ Stromberg. The American Society of Virology 23rd annual meeting, July 2004, Montreal, Canada

10. “Informatic analysis of stem/progenitor cell regulatory genes in the murine olfactory

mucosa following target ablation of olfactory receptor neurons”. TV Getchell, RA Vaishnav, H Liu, AJ Stromberg, K Kwong, and ML Getchell. Association for Chemoreception Sciences Annual Meeting, 10th Annual Kentucky EPSCoR Conference, May 13, 2004, Lexington, KY, USA.

11. “Informatic analysis of stem/progenitor cell regulatory genes in the murine olfactory

mucosa following target ablation of olfactory receptor neurons”. TV Getchell, RA Vaishnav, H Liu, AJ Stromberg, K Kwong, and ML Getchell. Association for Chemoreception Sciences Annual Meeting, April 2004, Sarasota, FL, USA.

12. “Informatic analysis of apoptotic regulatory genes in the murine olfactory mucosa

following target ablation”. TV Getchell, RA Vaishnav, H Liu, C Chirila, K Kwong, CP Green, AJ Stromberg, and ML Getchell. Genomics 2004 University of Kentucky, April 2004, Lexington, KY, USA.

13. S. Tarima, Yuriy G. Dmitriev, Nonimputational Technique for Parameter Estimation

on Missing Data // JSM, Toronto, August, 2004. 14. Getchell ML, Kwong K, Vaishnav RA, Liu Y, Stromberg A, and Getchell TV,

“TARGET ABLATION-INDUCED MACROPHAGE RECRUITMENT IN MIP-1α KNOCK-OUT MICE: RESTORATION OF FUNCTION BY MIP-1α INJECTION”, 10th Annual Kentucky EPSCoR Conference, May 13, 2004, Lexington,KY

15. Getchell TV, Kwong K, Saunders CP, Etscheidt J, Rozenova KA, Liu H, Vaishnav

RA, Stromberg AJ, and Getchell ML. Leptin modulates olfactory-mediated behavior in ob/ob mice. Society for Neuroscience 35th Annual Meeting, Nov 2005, Washington DC, USA.

Arnold J. Stromberg 22 16. Liu H and Stromberg AJ. Gene discovery and pattern recognition for microarray

time-course experiments using regression models. Joint Statistical Meeting, Aug. 2005, Minneapolis, MN, USA.

17. Liu H, Saunders CP, Borders AS, Getchell TV, Getchell ML, and Stromberg AJ. Alternatives to EASE analysis for microarray data: from gene lists to biological functions. The 28th Annual Midwest Biopharmaceutical Statistics Workshop, May 2005, Muncie, IN, USA.

18. Borders AS, Getchell ML, Liu H, Stromberg AJ, and Getchell TV. EASE analysis of

gene expression profiles from murine olfactory mucosa following target ablation. Achems Annual Meeting, April 2005, Sarasota, FL, USA.

19. Liu H, Tarima S, Borders AS, Getchell TV, Getchell ML, and Stromberg AJ.

Quadratic regression analysis for gene discovery and pattern recognition for small sample microarray experiments. 2005 Hawaii International Conference on Statistics, Jan. 2005. Honolulu, HI, USA.

Statistics Funding Current Funding P20 RR16481 (Cooper) 5/1/04 – 4/30/14 0.9 academic and 0.3 summer NIH/NCRR $225,000 (UK sub only) KY-INBRE; Kentucky Network Biomedical Research. Role: co-PI for statistical support 5U17CE001693-03 (Walsh) 9/1/2009 - 8/31/14 0.15 academic CDC $219,561 Kentucky Violent Death Reporting System, Role: co-PI for statistical support CTSA 1U54RR031263-01A1 Kern (PI) 07/01/2011-06/30/2016 0.9 academic and 0.3 summer NIH $2,872,627 Kentucky Center for Clinical and Translational Science Role: co-PI for statistical bioinformatics support 1R01AG039732-01A1 (Saito) 8/1/2011 - 7/31/16 0.6 academic and summer NIH $304,425 The Role of Adipose Tissue in Age-dependent Sensitivity to Critical Illness Role: co-PI for statistical support 1R01EY021769 (Morris) 7/1/12-6/30/17 0.6 summer

Arnold J. Stromberg 23 NIH/NEI TUL-590-09/10 (Voss) 7/1/2009 - 6/30/12 0.9 academic and 0.3 summer DOD/DARPA $601,962 Signaling Network Interactions Controlling Mouse and Salamander Limb Regeneration Role: co-PI for statistical support Previous External Funding 5 P42 ES 007380-14 (Hennig) 4/1/08 - 3/31/13 0.9 academic NIH/NIEHS $10,296,028 Nutrition and Superfund Chemical Toxicity,

Role: co-PI for statistical support

1R01 NS061933 (Nelson) 9/30/08 - 2/28/12 0.45 academic NIH $1,281,876 A Specific microRNA (MIR-107) is a Potential Therapeutic Target in Alzhheimer’s Disease Role: co-PI for statistical support 1 D1BRH20410-01-00 (Conigliaro) 9/1/2010 – 8/31/12 0.9 academic and 0.3 summer HRSA $1,980,000 University of Kentucky Biomedical Informatics Initiative, Role: co-PI for statistical support 1R21AG036875-01A1 (Nelson) 6/15/2010 - 5/31/12 0.45 academic NIH/NIA $189,338 Novel Assay Identifies all MicroRNA Targets in Alzheimer and Normal Aged Brains Role: co-PI for statistical support

NSF-IBN-0131459: Robin L. Cooper; Kert Viele, Arny Stromberg. August 15, 2002 to August 14, 2005. $232,000. "Presynaptic direct structure-function analysis." National Science Foundation. “Workshop on Computational issues in Robust Statistics”. $19,700. May 2002. Funding extended through 04/04. NSA Research Grant, “Robust Regression and Related Topics,” January, 1997 - August, 1998. $27,000. One month of summer support for each of two summers and two semesters of support for a graduate student. NSF Research Grant Joint with Mai Zhou of the Department of Statistics, University of Kentucky. “Robust Regression Analysis,” June, 1992 - December, 1994. $65,000.

Arnold J. Stromberg 24 (This grant included $25,000 in computer equipment that was used to purchase HP workstations for the Department of Statistics.) NSA Young Investigator Award. “High Breakdown Regression Estimators,” May, 1992 - May, 1994. $9,000. AASERT Award. “Delete Point Diagnostics for Multivariate Analysis,” Funding for one graduate student for three years. July, 1994 - June, 1997. $60,660. SCREMS - Grants for Scientific Computing Research Environments for the Mathematical Sciences. Joint with Peter Perry (Dept. of Mathematics, UK) and Others. Computer Equipment for the new High Performance Computing Lab (HPCL). $92,000. R01 DE015720-01 L. Kesavalu (PI) 04/01/04 - 12/31/06 NIH/NIDCR Oral Pathogens: Polymicrobial Virulence Interactions. The objectives of this project are to empirically define a synergistic “virulence web” of the consortia comprised of P. gingivalis, T. forsythia, and T. denticola using an in vivo mouse calvarial bone resorption model. Role: Co-Investigator R01 CA095609-01A2 Kilgore (PI) 07/31/04 – 07/31/08 NIH Transcriptional Control of Breast Cancer Through PPARgamma This grant uses microarrays to investigate genetic changes in breast cancer. Role: Co-Investigator 2 P01 AG010836-11 Landfield (PI) 07/01/04 – 06/30/09 Calcium Regulation in Brain Aging & Alzheimer's Disease This grant uses microarray and other methods to study calcium regulation in brain aging. Role: Co-Investigator Internal 1. Graduate Research Assistant for Microarray Data Analysis. Funding for 3 year

through the Vice-Chancellor for Research and Graduate Studies.

2. Graduate Research Assistantship in Computational Sciences. “Cluster Analysis: Identifying Influential Points.'' Funding for one graduate for one year from the Center for Computational Sciences at the University of Kentucky. July, 1993 - June, 1994. $12,300

3. Special Summer Faculty Research Fellowship. June, 1995 - August, 1995. $6,000. 4. Research Assistantships; College of Arts and Sciences, Summers of 1992, 1993,

1994, 1995, and 1996. $5,000 annually.

Professional Societies

American Statistical Association

Institute of Mathematical Statistics

Arnold J. Stromberg 25

Professional Service

Associate Editor for J. of Computational and Graphical Statistics, June, 2005 to present Associate Editor for The Journal of Statistical Software. June, 1996 to present.

Associate Editor for The American Statistician. June, 1994 to June, 1997. Reviewer, National Science Foundation grant applications (1993,1994,2004, 2005).

Reviewer, NIEHS Superfund proposals (2005) Panel Reviewer, SCREMS proposals, NSF, 2004.

Book reviewer for Wadsworth Publishing. Session Chair, Annual Meeting of the American Statistical Association. August, 1991.

Session Organizer and Chair, Southern Region Council on Statistics (SRCOS) Summer Research Conference in Statistics, June, 1995.

Referee for the following journals:

Annals of Statistics (1993), Journal of the American Statistical Association (1994, 1995, 1996, 1997, 1998, 1999,

2000, 2001), BMC Bioinformatics (2003, 2004, 2005)

Journal of Statistical Planning and Inference (1994 and 1995), Parisankhyan Samikkha (1994),

Statistics and Computing (1993 and 1995), Statistics and Probability Letters (1993),

Computational Statistics and Data Analysis (1994 and 1995), Communications in Statistics (1994, 1999, 2000).

The American Statistician (1995) Journal of Computational Graphics and Statistics (1995)

Chemometrics (1995) Technometrics (1997)

Ph.D. Students

Graduated

1. Onecia Gibson: “Improved Diagnostics for Multivariate Analysis.” Full support from AASERT grant. Graduated, December, 1996.

2. Yehling Chen: “The Least Trimmed Squares Nonlinear Regression Estimator.” Graduated, December, 1996.

3. Melissa Flett: Co-chair Bill Rayens. “Robustness Concepts for Partial Least Squares.” Graduated, May, 1998.

4. Steven Grambow: “Feasible Solution Algorithms.” Graduated, May, 1999. 5. Kjell Johnson: Co-chair Bill Rayens “Influence Measures for Soft Modelling

Technques.” Graduated, May, 1999. 6. Xuejun Peng: Co-chair Richard Kryscio “Simultaneous Inference and Sample Size

Considerations in Microarray Data Analysis”, Graduated June, 2003. 7. Hua Liu, Co-chair, Connie Wood, “ASYMPTOTIC PROPERTIES OF PARTIAL

AREAS UNDER THE RECEIVER OPERATING CHARACTERISTIC CURVE WITH APPLICATIONS IN MICROARRAY EXPERIMENTS” 2006

Current Students

Arnold J. Stromberg 26 1. Tyson France 2. Shu Shen

Teaching Experience

Graduate Courses Statistical Analysis, Design of Experiments, Applied Linear Regression, Multivariate

Analysis, Linear Models.

Undergraduate Courses Statistics for Management, Engineering Statistics, Introduction to Statistics.