Martin S. Levy

Ph D: Kansas State University 1982 (Statistics)

MA: SUNY Binghamton 1973 (Mathematics)

BS: SUNY Stony Brook 1969 (Physics)

Prediction Analysis, Sample Survey Methods and Theory, Multivariate Statistics, Statistical Inference, Linear Models Theory and Applications

09-1985 - Professor, Department of Quantitative Analysis and Operations Management,University of Cincinnati,

08-1982 -05-1985 Assistant Professor, Department of Mathematics and Statistics.University of Nebraska-Lincoln,

09-1976 -08-1982 Graduate teaching assistant, Kansas State University Statistics Department,

09-1973 -05-1976 Graduate teaching assistant, State University of New York at Binghamton,

Investigators:Levy, Martin 2007 National Institutes of Health “Effects of humidity on rodents”, Currently Under Review Type:Grant Level:Federal

Investigators:Levy, Martin; Yu, Yan; Dong, ZhiYuan 2007 General Electric Corporation Probabilistic Modelling of Corporate Default Using Bayesian Methods” 25000 Type:Sponsored Research Level:Private

Investigators:Levy, Martin; 12-2010 -04-2011 Cincinnati College Preparatory Academy Determineing the rate of erasures on standardized exams for a charter school 9000 Type:Contract Level:Private

Investigators:Levy, Martin 07-2010 -01-2011 Integral Analytics Statistical Consulting and Collaboration 3300 Funded Type:Contract Level:Private

Investigators:Levy, Martin 2009 -2009 Cincinnati Sports Medicine Research and Education Foundation Data analysis 300 Type:Contract Level:Local

Investigators:Levy, Martin 2008 -2008 Cincinnati Sports Medicine Research and Education Foundation Data Analysis 300 Funded Type:Contract Level:Local

Investigators:Levy, Martin 04-2007 -03-2008 Robert M. Goldstein, Attorney at Law “Sample survey design and analysis for telephone call records in a legal suit”, 10900 Funded Type:Contract Level:Private

Investigators:Levy, Martin 2004 -2005 Griffin Industries: Forecasting the time of the next pick-up of cooking oil 3000

Investigators:Levy, Martin 2004 -2005 University of Cincinnati Finance Office and UC President’s Project on Tuition Pricing 5000

Investigators:Levy, Martin 2002 -2003 Via CPI Assorted Data Analysis Projects for Cincinnati Sports Medicine related to our collaborative research 4400

Investigators:Levy, Martin 2002 -2003 Cleveland Foundation Grant for Web Course Development 16000

Investigators:Levy, Martin 2002 -2003 Lexus-Nexus: Training grant for applied regression 2400

Investigators:Levy, Martin 2001 -2001 for Dr. Frank Noyes (channeled through CPI ) Critical Review of the Statistical Analysis in a Paper Submitted to the Journal of Bone and Joint Surgery 300

Investigators:Levy, Martin 2000 -2001 Alliance Research Training Lectures on Likelihood Methods and Their Application 2000

Investigators:Levy, Martin -2000 Deaconess Hospital Chi-Square Analysis of Sports Injury Data and Draft of a Rejoinder Letter to the American Journal of Sports Medicine 400

Investigators:Levy, Martin 2000 -2000 for Dr. Frank Noyes Power Analysis for a Post-Operative Pain Study 300

Investigators:Levy, Martin 1999 -2000 Training Cinergy Personnel in Decision Analysis Cinergy Training Grant 20000

Investigators:Levy, Martin 1997 -1997 Faculty Development Grant; Faculty Development Council Advanced Training in Statistical Model Building and Graphics 4450

Investigators:Levy, Martin 1997 -1997 CBA Summer Research Fellowship Estimation Issues in Sample Surveys Using Frames with Correspondence Imperfections 10500

Investigators:Levy, Martin 1997 -1997 Faculty Development Grant; Faculty Development Council Faculty Development through the Institute for Data Sciences 87000

Investigators:Levy, Martin 1996 -1997 Assessment of Order Determination and Forecasting System Kroger 32000

Investigators:Levy, Martin 1995 -1996 The Kroger Company Analysis and Evaluation of Kroger"s Forecasting and Order Determination System 36000

Investigators:Levy, Martin 1995 -1996 Department of Orthopedic Surgery,Department of Orthopedic Surgery, UC College of Medicine Analysis of Knee Replacement Data 750

Investigators:Levy, Martin 1995 -1996 College of Business Administration-College of Engineering Seed Grant Development of New Instructional Strategies and Innovative Coursewear for Teaching Statistics to Engineering and Business Students 5000 Type:Grant

Investigators:Levy, Martin 1995 -1995 Gibson Greeting Cards Geo-demographic Modeling of Sales: Comparisons with a Competitor 6000

Published Abstracts

Levy, Martin;Brian K. Rill;Haik Avagian;Cassie Fleckenstein;Samer S. Hasan "Adhesive capsulitis of the shoulder: Outcome of Operative and Non-Operative treatment" .[Abstract]

Levy, Martin;Devender Singh;Woojin Park "Obesity effect on perceived postural stress during static posture maintenance tasks" .[Abstract]

Levy, Martin;Tavazzani,F;Bey, M.J;Butler, D.L;Hasan, S.S;Lindenfeld, T.L. A New Clinical Instrument for Measuring Internal and External Shoulder Rotation: Reliability and Early Findings in a Normal, Male Population .[Abstract]

Levy, Martin;Saeed Golnabi;Andrew Kirtland Accelerated Simulation with Finitized Power Series Distributions .[Abstract]

Levy, Martin;Saeed Golnabi;James Cochran Improved finitization of discrete distributions .[Abstract]

Levy, Martin;Cates, R.;Sanders, M.;Gladin, W. Knee injuries and the efficacy of knee bracing in off-road motorcycling .[Abstract]

Levy, Martin;Saeed Golnabi;James Cochran Matching finitized Distribution to the matching distributions .[Abstract]

Levy, Martin;Dong, Zhiyuan;Yan Yu On improving prediction accuracy of logistic regression using inequality constraints .[Abstract]

Levy, Martin;Dong, Zhiyuan;James Cochran On the statistical characteristics of coverage optimization based on a sample mean approach .[Abstract]

Levy, Martin;Dong, Zhiyuan Using matrices to compare estimates of a population total under a many-to-many frame structure .[Abstract]

Levy, Martin;Woojin Park;Devender Singh “Do NIOSH recommended weight limits represent biomechanically safe load limits for obese workers? .[Abstract]

Levy, Martin;Saeed Golnabi;James Cochran “Finitizing the Poisson Distribution” .[Abstract]

Levy, Martin;James Cochran;Jeff Camm “Maximizing Coverage Based on Sample Data”, .[Abstract]

Other Publications

Levy, Martin; James Cochran; Saeed Golnabi Matching the Finitized Poisson Distribution to the Matching Distributions . Statistics and Probability Letters

Dong, Zhiyuan; Levy, Martin; Yu, Yan; Keith, T. On Constrained Logistic Regression with an Application . Journal of Statistical Planning and Inference

Levy, Martin; James Cochran; Saeed Golnabi (2012. ) A moment preserving finitization over the power series family of distributions . Communications in Statistics - Theory and Methods

Hasan, Samir S; Cassie, Fleckenstein; Levy, Martin (2011. ) Chondrolysis of the Glenohumeral Joint: Level of Evidence and Additional Analyses .27 (1 ) , Arthroscopy: The Journal of Arthroscopic and Related Surgery

Levy, Martin; Cochran, James Matching Distributions Revisitied: A Finitization Approach . Statisistics and Probability Letters

Ferrand, Yann; Kelton, Chris; Guo, Jeff; Levy, Martin; Yu, Yan (2011. ) Using Intervention Analysis to Understand U.S. Medicaid Expenditure on Antidepressant Drugs .7 (1 ) , Research in Social and Administrative Pharmacy

Ferrand, Yann; Kelton, Chris; Jianfei, Guo; Levy, Martin; Yu, Yan (2011. ) Using time-series intervention analysis to understand U.S. Medicaid expenditures on antidepressant agents .7 (1 ) , Research in Social & Administrative Pharmacy

Cates,; Gladin,; Janek,; Levy, Martin (2011. ) Knee injuries and the efficacy of knee bracing in off-road motorcycling .39 (7 ) , American Journal of Sports Medicine

Rill, B K; Avagian, H; Fleckenstein, C; Hasan, Samir S; Levy, Martin S; Levy, Martin (03-2011. ) Predictors of Outcome following Non-operative and Operative Treatment of Adhesive Capsulitis .39 (3 ) , American Journal of Sports Medicine

Dong, Zhiyuan; Levy, Martin A Quadratic Form Approach for Comparing Estimates of a Population Total Under a Many-to-Many Frame Structure . Statistical Planning and Inference

Levy, Martin; Hasan; Fleckenstein; Rill; Avagian (12-15-2010. ) Predictors of Outcome following Non-operative and Operative Treatment of Adhesive Capsulitis . American Journal of Sports Medicine

Wen, D.; Levy, Martin; Li, Y. (2010. ) An application of Bayes Estimation Under Bounded Asymmetric BLINEX Loss: Direct Mail Decision Problem . American Journal of Mathematical and Management Sciences

Hasan, Samir; Levy, Martin; Moller, M; Zambelli-Weiner,; Noes, Frank (2010. ) Postarthroscopic glenhumerl chondrolysis revisited .38 (7 ) , American Journal of Sports Medicine

Ferrand, Yann; Kelton, Chris; Guo, Jianfei; Levy, Martin; Yu, Yan; ; ; ; (03-2010. ) Using Intervention Analysis to Understand U.S. Medicaid Expenditure on Antidepressant Drugs . Research in Social and Administrative Pharmacy

Byczkowski, T; Levy, Martin; (2009. ) Effects of a Many-to-Many Frame Structure on the Estimate of a Population Total: An Analytic Investigation .139 (10 ) , Journal of Statistical Planning and Inference

Golnabi, S.; Levy, Martin; Cochran, J (2009. ) Finitizing power series distributions .79 (17 ) , Statistics and Probability Letters

Rill, B.; Fleckenstein, C; Levy, Martin; Hasan, S. (2009. ) Non-operative and operative treatment of adhesive capsulitis: Results in 99 consecutive patients of the shoulder: Outcome of Operative and Non-Operative treatment .25 (6 ) , Journal of Arthroscopic and Related Surgery

Singh, D.; Park, W.; Levy, Martin (2009. ) Obesity effect on perceived postural stress during static posture maintenance tasks .52 (9 ) , Journal of Ergonomics

Levy, Martin (2009. ) The effects of obesity and standing time on postural sway during prolonged quiet standing . Journal of Egronomics

Singh, Devender; Levy, Martin; Park, Woojin (2009. ) "Obesity does not reduce maximum acceptable weights of lift”, .40 (1 ) , Applied Ergonomics

Levy, Martin; Cochran, J; Camm, Jeff (2008. ) Bayesian Coverage Optimization Models . Journal of Combinatorial Optimization

Boivin, G; Levy, Martin; Sklenka, A M (2006. ) Effect of age on collagen fibril diameter in rabbit patellar tendon repair . Comparative Medicine

Nirmalanandhan, V S; Levy, Martin; Huth, A J; Butler, D L (2006. ) Effects of cell seeding density and collagen concentration on contraction kinetics of msc-seeded collagen constructs .12 (7 ) , Tissue Engineering

Dhearn, J; Levy, Martin; Grood, E; Noyes, F (2006. ) One- and two-strand posterior cruciate ligament reconstructions: Cyclic fatigue testing .24 (4 ) , Journal of Orthopedic Research

Schwartz, H E; Levy, Martin; Matava, M J; Proch, F S; Butler, C A; Ratcliffe, A; Butler, D L (2006. ) The Effect of Gamma Irradiation on Anterior Cruciate Ligament Allograft Biomechanical and Biochemical Properties in the Caprine Model at Time Zero and at 6 Months After Surgery .34 , Americal Journal of Sports Medicine

Hunter, S; Levy, Martin; Noyes, F; Haridas, B; Butler, D (2005. ) Meniscal material properties are minimally affected by matrix stabilization using glutaraldehyde and glycation with ribose . Journal of Orthopaedic Research

Levy, Martin; Byczkowski, T (2005. ) Planning a Sample Survey with a Many-To-Many Frame Structure: An Empirical Investigation of the Effects of Frame Imperfections on Estimates of Population Totals . Journal of Statistical Planning and Inference

Levy, Martin; Wen, D (2004. ) Algorithms for fitting BLINEX loss parameters . Communications in Statistics: Computation and Simulation

Shearn, J T; Levy, Martin; Grood, E S; Noyes, F R (2004. ) Two-Bundle Posterior Cruciate Ligament Reconstruction: How Bundle Tension Depends on Femoral Placement . Journal of Bone and Joint Surgery

Galloway, M T; Levy, Martin; Grood, E S; Mehalik, J N; Saddler, S C; Noyes, F R (2003. ) Posterior Cruciate Ligament Reconstruction: An In Vivo Study of Femoral and Tibial Graft Placement . The American Journal of Sports Medicine

Levy, Martin (2003. ) Subject variation in caprine anterior cruciate ligament reconstruction . J Orthop Res

Levy, Martin (2003. ) The effects of graft width and graft laxity on the outcome of caprine anterior cruciate ligament reconstruction . J Orthop Res

Levy, Martin (2003. ) The effects of matrix stabilization using glutaraldehyde on the material properties of porcine meniscus . Journal of Biomedical Materials Research

Levy, Martin (2003. ) The role of the popliteofibular ligament and the tendon of popliteus in providing stability in the human knee . Journal of Bone and Joint Surgery

Levy, Martin (2001. ) Admissibility of Bayes Estimates under BLINEX Loss for the Normal Mean Problem . Communications in Statistics: Theory and Methods

Levy, Martin (2001. ) BLINEX: A Bounded Asymmetric Loss Function with Application to Bayesian Estimation . Communications in Statistics: Theory and Methods

Levy, Martin (2000. ) Two-Bundle Posterior Cruciate Ligament Reconstruction:An In vitro Analysis of Graft Placement and Tension . The American Journal of Sports Medicine

Levy, Martin (1999. ) A Degree of Freedom Calibration of Kullback-Leibler Divergence . Communications in Statistics - Theory and Methods

Levy, Martin (1999. ) Error Bound Comparisons for Aggregation/Disaggregation Techniques Applied to the Transportation Problem . Computers in Operations Research

Levy, Martin (1999. ) The Effect of Once Daily, High Dose Gentamicin in the Treatment of Open Fractures: A Randomized, Prospective Study . Clinical Orthopaedics and Related Research

Norman, Susan K.; Rogers, David; Levy, Martin (09-1999. ) Error Bound Comparisons for Aggregation/Disaggregation Techniques Applied to the Transportation Problem .26 (10/11/19 ) , Computers and Operations Research, Special Issue on Aggregation and Disaggregation for Operations Research

Levy, Martin (1998. ) Estimation in Sample Surveys Using Frames with a Many-to-Many Structure . Survey Methodology

Levy, Martin (1998. ) The Influence of Sensor Size on the Accuracy of In-Vivo Ligament and Tendon Force Measurement . The Journal of Biomechanical Engineering

Levy, Martin (1997. ) Analysis of Levene"s Test in the Case of Design Imbalance . The Journal of Educational and Behavioral Statistics

Levy, Martin (1997. ) The Posterior Cruciate Ligament in Total Knee Arthoplasty . The Journal of Arthoplasty

Levy, Martin (1996. ) Goodness of Prediction Fit for the Multivariate Linear Models . Journal of the American Statistical Association, 19, 443

Levy, Martin (1996. ) On Consistency of Some Predicting Densities for the Multivariate Linear Model . Mathematical Methods of Statistics,5,4,

Levy, Martin (1996. ) Open Fractures of the Tibia in Children . The Journal of Bone and Joint Surgery

Levy, Martin (1996. ) Optimal Control Using Predicting Densities for the Multivariate Linear Model . Communications in Statistics: Theory and Methods

Evans, James; Fadlalla, A; Levy, Martin (1995. ) Improving the Performance of Enumerative Search Methods, Part II: Computational Experiments .22 (10 ) , Computers and Operations Research

Evans, James; Fadlalla, A; Levy, Martin (1994. ) A Greedy Heuristic for the Mean Tardiness Sequencing Problem .21 (3 ) , Computers and Operations Research

Glos, D L; Levy, Martin; Butler, D L; Grood, E S (1993. ) In Vitro Evaluation of an Implatable Force Transducer in a Patellar Tendon Model .15 (4(A) ) , Journal of Biomechanical Engineering

Oster, D M; Levy, Martin; Grood, E S; Feder, S M; Butler, D L (1992. ) Primary and Coupled Motion in the Intact and the ACL-Deficient Knee: An In Vitro Study in the Goat Model . Journal of Orthopedic Research

Grood, E S; Levy, Martin; Walz-Hasselfeld, K A; Holden, J P; Noyes, F R; Butler, D L; Jackson, W D; Drez, D J (1992. ) The Correlation Between Anterior-Posterior Translation and Cross-Sectional Area of Anterior Cruciate Ligament Reconstructions .10 , Journal of Orthopedic Research

Butler, D L; Levy, Martin; Guan, Y; Kay, M D; Cummings, J F; Feder, S M (1991. ) Location-Dependent Variations in the Material Properties of the Anterior Cruciate Ligament .25 (5 ) , Journal of Biomechanics

Levy, Martin; Hsu, C S (1990. ) An Algorithm for the Distribution of the Ratio of Generalized Variances .19 (3 ) , Communications in Statistics - Computations and Simulations

Gibbons, M J; Levy, Martin; Butler, D L; Grood, E S; Noyes, F R; Bylski-Austrow, D I (1990. ) Effects of Gamma Irradiation on the Initial Material Properties of a Goat Bone-Patellar Tendon-Bone Allografts .9 , Journal of Orthopedic Research

Butler, D C; Levy, Martin; Sheh, M Y; Stouffer, D C; Samaranayake, V A (1990. ) Surface Strain Variations in Human Patellar Tendon and Knee Cruciate Ligaments .12 , Journal of Biomechanical Engineering

Levy, Martin; Neill, J W (1990. ) Testing for Lack of Fit in Linear Multiresponse Models Based on Exact or Near Replicates .19 (6 ) , Communications in Statistics - Theory and Methods

Levy, Martin; Samaranayake, V A (1988. ) Fixed Width Interval Estimation for the Multiple Response Calibration Problem .7 (4 ) , Sequential Analysis

Levy, Martin; Hsu, C H; Neill, J W (1988. ) The Distribution of the Ratio of Independent Central Wishart Determinants .17 (9 ) , Communications in Statistics - Theory and Methods

Levy, Martin (1987. ) A Numerical Comparison of Some Prediction Densities for the Normal Linear Model .5 , Computational Statistics and Data Analysis

Levy, Martin; Perng, S K (1986. ) A Note on the Consistency of the Modified Fisher Prediction Function .13 , Journal of Statistical Planning and Inference

Levy, Martin; Perng, S K (1986. ) An Optimal Prediction Function for the Normal Linear Model .81 , Journal of The Americal Statistical Association

Levy, Martin (1985. ) A Note on Non-unique MLE"s and Sufficient Statistics .39 (1 ) , The Americal Statistician

Levy, Martin; Kindermann, R P (1984. ) A Condition for Best Asymptotic Normality in a regular Family of Distributions .13 , Communication in Statistics-Theory and Methods

Levy, Martin; Perng, S K (1984. ) A Maximum Likelihood Prediction Function for the Linear Model with Consistency Results .13 , Communications in Staticstic-Theory and Methods

Invited Presentations

Levy, Martin; Ferrand, Yann; Kelton, Christina; Yu, Yan (05-2007. ) “Forecasting U.S. Medicaid program expenditure on antidepressant drugs”, .International Society for Pharmacoeconomics and Outcome Research, ISPOR, Arlington, VA. Level:International

Ferrand, Yann; Kelton, Chris; Levy, Martin; Guo, Jeff J. (04-2007. ) Forecasting of Antidepressant Drug Utilization and Prices in U.S. Medicaid Programs .Ohio Pharmacists Association Annual Meeting, Ohio Pharmacists Association, Columbus, Ohio USA. Level:State

05-2012 Michael L. Dean Award for Excellence in Graduate Teaching Level:College Type:Teaching

(Statistical consulting ) Served as statistical consultant to the community at-large Type:Community Service Level:Public 2007 -2007

Statistical Consultant (Served as a Statistical Consultant to many undergraduate, graduate students and faculty within several CoB departments ) Faculty Advisor Type:Departmental Service Level:Department 1985

Masters Committee, Vijay Chakilam Committee Chair Type:Departmental Service Level:Department -08-2011

Masters Committee, Wei Zhang Committee Chair Type:Departmental Service Level:Department -07-2011

Masters Committee, Lili Wang Committee Chair Type:Departmental Service Level:Department -06-2011

Masters Committee, Chaojiang Wu Committee Member Type:Departmental Service Level:Department -05-2011

Masters Committee, David Burgstrom Committee Member Type:Departmental Service Level:Department -05-2011

Masters Committee, Lei Xia Committee Chair Type:Departmental Service Level:Department -05-2011

Masters Committee, Neelima Kodumuri Committee Member Type:Departmental Service Level:Department -03-2011

Masters Committee, Zibo Wang, Committee Chair Type:Departmental Service Level:Department -03-2011

Masters Committee,Zhufeng Zhao Committee Chair Type:Departmental Service Level:Department -01-2011

Masters Committee Chair, Lili Wang Committee Chair Type:Departmental Service Level:Department 2009 -12-2010

Ph.D. Committee, ZhiYuan Dong (Chair ) Committee Chair Type:Departmental Service Level:Department 2006 -09-2010

Master Committee Chair, Vikram Kirikera Committee Chair Type:Departmental Service Level:Department 2009 -08-2010

Masters Committee Chair, Mingying Lu Committee Chair Type:Departmental Service Level:Department 2009 -08-2010

Masters Committee Chair, Valentina Pilipenko Committee Chair Type:Departmental Service Level:Department 2009 -08-2010

Masters Research Committee Member, Guo Jiang Type:Departmental Service Level:Department 2009 -07-2010

Master Research Committee Member, Tim Murphy Committee Member Type:Departmental Service Level:Department 2009 -06-2010

Semester Conversion Course Proposals and Revisions (To create student learning objective and course descriptions for most of the probability and statistics course for the semester conversion. ) I worked independently on this task Type:Departmental Service Level:Department 03-01-2010 -06-01-2010

Masters Committee Chair, Deepsekha Saha Committee Chair Type:Departmental Service Level:Department 2009 -04-2010

Masters Committee Chair, Yuhui Qiu Committee Chair Type:Departmental Service Level:Department 2009 -04-2010

Masters Committee Chair, Huiqing Li Committee Chair Type:Departmental Service Level:Department 2009 -03-2010

Masters Committee Chair, Yin Li Committee Chair Type:Departmental Service Level:Department 2009 -03-2010

Masters Research Project Committee, Chaojiang Wu Committee Member Type:Departmental Service Level:Department 2009 -03-2010

Masters Committee Chair, Parama Nandi Committee Chair Type:Departmental Service Level:Department 2009 -02-2010

Masters Committee Chair, Xinhao Yao Committee Chair Type:Departmental Service Level:Department -2009

Masters Committee Chair, Moumita Hanra (Direct Masters thesis on the use of Path Analysis on modeling marketing causality ) Committee Chair Type:Departmental Service Level:Department -2009

Masters Committee Chair, Taylor W. Barker Committee Chair Type:Departmental Service Level:Department -2009

Masters Committee Chair, Venu Silvanose Committee Chair Type:Departmental Service Level:Department -2009

Masters Committee, Lei Yu Committee Chair Type:Departmental Service Level:Department -2009

Masters Research Project Committee, Shaonan Tian Committee Member Type:Departmental Service Level:Department -2009

Masters Committee Chair, Andy Kirtland (Collaborated with candidate on thesis research, "Exploration of Efficiencies in Simulating Logarithmic Random Variates Using Finitization". ) Committee Chair Type:Departmental Service Level:Department 2008 -2009

Masters Research Project Committee, Edmund Berry Committee Member Type:Departmental Service Level:Department 2008 -2009

Masters Research Project Committee, Vinod Iyengar Committee Member Type:Departmental Service Level:Department 2008 -2009

Masters Research Project Committee, Weiqun Wu Committee Member Type:Departmental Service Level:Department 2008 -2008

Masters Committee Chair, Sangeetha Mallya (Collaborated with candidate on thesis research, "APPLIED BAYESIAN FORECASTING OF U.S.MEDICAID PROGRAM EXPENDITURES ON KEY ANTIDEPRESSANT DRUGS" ) Committee Chair Type:Departmental Service Level:Department 2007 -2008

Ph.D. Committee, Diane Wei (Statistical consultant ) Committee Member Type:Departmental Service Level:Department 2007 -2008

Ph.D. Committee, Tracy Wu (Member ) Committee Member Type:Departmental Service Level:Department 2006 -2008

Masters Committee, Feng (Jeff) Ji (Collaborated with candidate on theisis research, "An Introduction to Credibility Theory With An Actuarial Frequency Case Study" ) Committee Chair Type:Departmental Service Level:Department 2007 -2007

MSQA Research Project Committee, Hua Zou (Served as a reader for the candidates thesis project, "Developing a Predictive Model for Targeting Potential Donors" ) Committee Member Type:Departmental Service Level:Department 2007 -2007

MSQA Research Project Committee, Yann Ferrand (I was the main statistical consultant on project. Collaborated with candiate on forecasting research topics in thesis, "FORECASTING U.S. MEDICAID PROGRAMEXPENDITURE ON ANTIDEPRESSANT DRUGS" ) Committee Member Type:Departmental Service Level:Department 2007 -2007

MSQA Research Project Committee, Feng Yu (Collaborated with candidate on thesis research, "BANKRUPTCY PREDICTION MODELS OF COMPANIES IN CONSTRUCTION INDUSTRY" ) Committee Chair Type:Departmental Service Level:Department 2007 -2007

MSQA Research Project Committee, Hsin-Chih Kao (Collaborated with candidate on thesis project, "Asymmetric-Response Study among Stock Markets of South Korea, Japan, China, and the US" ) Committee Chair Type:Departmental Service Level:Department 2007 -2007

Ph.D. Exam Committee Chair for ZhiYuan Dong (Coordianted and participated in the Ph.D. exam for ZhiYouan Dong ) Committee Chair Type:Departmental Service Level:Department 2007 -2007

QAOM Department Ph.D. Director (Ph.D. Director , ) Director Type:Departmental Service Level:Department -2007

MSQA Research Project Committee , Guxiang Xu (Served as reader for the candidates thesis, "What Factors Explain Investor Sentiment?" ) Committee Member Type:Departmental Service Level:Department 2006 -2007

MSQA Research Project Committee, Yanping Chen (Oversee the candidates research on A Case Study on the Linear Modeling Fitting with Outlier ) Committee Chair Type:Departmental Service Level:Department 2006 -2007

Ph.D. Committee, Devender Singh (Conducted collaborative research on various ergonomic projects. Statistical analysis and design. Co-authored three papers with the commmittee. ) Committee Member Type:Departmental Service Level:Department 2006 -2007

Ph.D.Committee, Kathryn Easterday (Member ) Committee Member Type:Departmental Service Level:Department 2006 -2007

MSQA Research Project Committee Chair, Sunnie Cao (Sunnie Cao, Logistic Regression and CART Modeling for Classification in High-Dimensional Marketing Data Bases, Initiated prior to August 31, 2005 and still on going ) Committee Chair Type:Departmental Service Level:Department 2005 -2007

Ph.D. Committee, Michael Schwiers (Chair ) Committee Chair Type:Departmental Service Level:Department 2005 -2007

Ph.D. Program Director in QAOM (Director ) Director Type:Departmental Service Level:Department 2003 -2007

MSQA Research Project Committee Service (Hinghua Shang, A Model for Profiling Asian American Association Telecom Service Customers Using Logistic Regression, Initiated prior to August 31, 2005 ) Committee Chair Type:Departmental Service Level:Department 2005 -2006

MSQA Research Project Committee Service (Yue Wu, Title not yet determined, Initiated prior to August 31, 2005 ) Committee Chair Type:Departmental Service Level:Department 2005 -2006

MSQA Research Project Committee, Guohua Wu (Guohua Wu, A Study of Value-at-Risk Methods, Initiated prior to August 31, 2005 and still on going ) Committee Chair Type:Departmental Service Level:Department 2005 -2006

QAOM Department Seminar Director Director Type:Departmental Service Level:Department 2002 -2006

MSQA Research Project Committee Chair, Vinutha Nagesh (Vinutha Nagesh, Clinical Data Mining: Frozen Shoulder, November 18, 2005 ) Committee Chair Type:Departmental Service Level:Department 2005 -2005

MSQA Research Project Committee Service (Vishva Raj Bangad, Bioequivalence and Sample-Size Determination in the Pharmaceutical Industry, October 5, 2005 ) Committee Chair Type:Departmental Service Level:Department 2004 -2005

MSQA Research Project Committee Service (Peter G. Donley, Intervention Forecasting: How to Forecast Appropriately for Categorical Demand when a New Wal-Mart Superstore Enters a Retail-Dominated Market, May 20, 2005 ) Committee Chair Type:Departmental Service Level:Department 2004 -2005

MSQA Research Project Committee Service (Pooja Singh, Application of Linear and Non-Linear Modeling with Random effects to Analyze Biomechanical Data, November 21, 2005 ) Committee Chair Type:Departmental Service Level:Department 2004 -2005

MSQA Research Project Committee Service (Kanampully Sunny Paul, Analysis of Some Finitized Distributions for Use in Simulation, May 27, 2005 ) Committee Chair Type:Departmental Service Level:Department 2004 -2005

MSQA Research Project Committee Service (Vinutha Nagesh, Clinical Data Mining: Frozen Shoulder, November 18, 2005 ) Committee Chair Type:Departmental Service Level:Department 2004 -2005

MSQA Research Project Committee Service (Ying Li, Using Bayes Estimation Under BLINEX Loss to determine the Mailing Size for a Direct Mail Marketing Campaign, November 22, 2005 ) Committee Chair Type:Departmental Service Level:Department 2004 -2005

MSQA Research Project Committee Service (JianJian Cheng, Projecting the Charge-Off Rate for Consumer Loan Products at HSBC Household, May 23, 2005 ) Committee Chair Type:Departmental Service Level:Department 2004 -2005

MSQA Research Project Committee Service (Steven Harrod, Numerical Methods for Realizing Nonstationary Poisson Processes with Piecewise-Constant Instantaneous-Rate Functions, October 24, 2005 ) Committee Member Type:Departmental Service Level:Department 2004 -2005

MSQA Research Project Committee Service (Guoqiang Zhang, Numerical Methods in Valuation of American Options, July 29, 2005 ) Committee Member Type:Departmental Service Level:Department 2004 -2005

MSQA Research Project Committee Service (Ning Shao, Semiparametric Estimation for Credit Scoring, November 16, 2004 ) Type:Departmental Service Level:Department 2003 -2004

MSQA Research Project Committee Service (Yahong Cui, Application of Multivariate Adaptive Regression Splines (MARS) in Direct Marketing, March 15, 2004 ) Committee Chair Type:Departmental Service Level:Department 2003 -2004

MSQA Research Project Committee Service (Sujan Balachandran, Bayes Estimation under Bounded Asymmetric BLINEX Loss in a Direct-Mail Decision Problem, November 24, 2004 ) Committee Chair Type:Departmental Service Level:Department 2003 -2004

MSQA Research Project Committee Service (Hui Hui, Comparing Logistic Regression, Classification Trees, and Hybrid Tree-Logit Models on Building Scoring Models for Catalog Mailing Campaign Data, March 10, 2004 ) Committee Chair Type:Departmental Service Level:Department 2003 -2004

MSQA Research Project Committee Service (Severine Renault, Forecasting Residual Value Insurance Using Logistic Regression, May 24, 2004 ) Committee Chair Type:Departmental Service Level:Department 2003 -2004

MSQA Research Project Committee Service (Huiqing Zhou, Response Models In Direct Marketing, January 21, 2004 ) Committee Chair Type:Departmental Service Level:Department 2003 -2004

MSQA Research Project Committee Service (Piu Bose, Analysis of Covariance Model to Evaluate the Impact of a $40 Million Ad Campaign in a test Market, Using Retailer-Level Data , March 19, 2004 ) Committee Member Type:Departmental Service Level:Department 2003 -2004

MSQA Research Project Committee Service (Marione P. Gonzales, A Model for Profiling Radio-Stations Listeners, Using Logistic Regression, CART, and CHAID for a Given Data Set, August 28, 2003 ) Committee Chair Type:Departmental Service Level:Department 2002 -2003

MSQA Research Project Committee Service (Qiang Zhu, Building Credit-Scoring Models Using Logistic Regression, CART, and CHAID, May 27, 2003 ) Committee Chair Type:Departmental Service Level:Department 2002 -2003

MSQA Research Project Committee Service (Wensui Liu, A Case Study Comparing CART and Neural Networks, March 21, 2003 ) Committee Chair Type:Departmental Service Level:Department 2002 -2003

MSQA Research Project Committee Service (Hong Gu, Using Data Mining Technology to Build a Predictive Model and to Gain Understanding of Customer Characteristics for a Multi-division Catalog Company, December 1, 2003 ) Committee Chair Type:Departmental Service Level:Department 2002 -2003

MSQA Research Project Committee Service (Sara Dziech, Exploratory Analysis of Horse Racing Data, May 27, 2003 ) Committee Chair Type:Departmental Service Level:Department 2002 -2003

MSQA Research Project Committee Service (Yanrong Cao, Penalized Spline Estimation For Functional Coefficient Regression Models for Nonlinear Time Series, July 25, 2003 ) Committee Member Type:Departmental Service Level:Department 2002 -2003

MSQA Research Project Committee Service (Vivek Kalpande, On the Mean Length of Two-Component Systems Under Some Bivariate Survival Functions, October 22, 2002 ) Committee Chair Type:Departmental Service Level:Department 2001 -2002

MSQA Research Project Committee Service (WenWen Wu, A Study of Tree Models, November 26 2002 ) Committee Member Type:Departmental Service Level:Department 2001 -2002

Statistical Consultant (Served as a Statistical Consultant to several CoB students and faculty on an informal basis ) Served as a Statistical Consultant to CoB facutlty and students. Type:University/College Service Level:University 2007

LCB RPT Committee Committee Member Type:University/College Service Level:University 01-2012 -12-2012

Masters Committee Chair (Thesis chair ) Committee Chair Type:University/College Service Level:University 07-2012 -12-07-2012

Masters Committee (Thesis chair ) Committee Chair Type:University/College Service Level:University 07-2012 -12-07-2012

Masters Committee Chair (Thesis chair ) Committee Chair Type:University/College Service Level:University 07-2012 -12-04-2012

Masters Committee Chair (Thesis Chair ) Committee Chair Type:University/College Service Level:University 03-2012 -12-03-2012

Masters committee member (Thesis committee member ) Committee Member Type:University/College Service Level:University 07-2012 -11-15-2012

Masters committee member (Thesis committee member ) Committee Member Type:University/College Service Level:University 07-2012 -10-05-2012

Masters committee member (Thesis committee member ) Type:University/College Service Level:University 05-2012 -07-20-2012

CoB College Reappointment, Promotion, and Tenure Committee Committee Chair Type:University/College Service Level:University 09-2011 -12-2011

CoB Reappointment, Promotion, and Tenure Committee Committee Chair Type:University/College Service Level:University 2010 -2010

CoB Reappointment, Promotion, and Tenure Committee 2008-2009 Committee Chair Type:University/College Service Level:University 09-2008 -06-2009

American Statistical Association (Refereed for The American Statistician ) Reviewer, Journal Article Type:Prof. Org. Level:Service to Professional Associations -2007

1982 -2008: American Statistical Association,

STATISTICAL MODELING

STATISTICAL MODELING

STATISTICAL METHODS

STATISTICAL METHODS

Statistical Modeling

Statistical Methods

Statistical Methods

Statistical Modeling

Statistical Modeling

STATISTICAL METHODS

STATISTICAL METHODS

STAT MODELING

STAT MODELING

Probability Models

Probability Models

Statistical Methods

Statistical Methods

Forecasting and Time Series Methods

Statistical Modeling

Probability Models

Statistical Methods

Dsgn of Expermnts

Fundamentals of Statistical Inference

Methods of Statistics

Probability

Forecasting and Time Series Analysis

Dsgn of Expermnts

Fundamentals of Statistical Inference

Probability

Sample Survey

Forecasting TSA

Dsgn of Expermnts

Fundamentals of Statistical Inference

Probability

Seminar in QA

Forecasting TSA

Dsgn of Expermnts

Stat Inference

Probability

Sample Survey

Forecasting TSA

Probability

Forecasting TSA

Research : Oper Mgmt

Dsgn of Expermnts

Stat Inference

PhD Dissertation Res

PhD Thesis

Probability

Sample Survey