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«Office: NCSU Department of Statistics Email: bondell Box 8203 / 5112 SAS Hall Phone: (919) 515-1914 Raleigh, NC 26795-8203 Fax: (919) ...»

HOWARD D. BONDELL

Associate Professor of Statistics

Co-Director of Graduate Programs

North Carolina State University

Office: NCSU Department of Statistics Email: bondell@stat.ncsu.edu

Box 8203 / 5112 SAS Hall Phone: (919) 515-1914

Raleigh, NC 26795-8203 Fax: (919) 515-1169

Education Rutgers University, Piscataway, NJ

Ph.D., Statistics, October 2005.

Dissertation Title: Robust Logistic Regression via the Case-Control Formulation.

Advisor: David E. Tyler M.S., Statistics, 2002.

B.A., Mathematics, 1998.

State of New Jersey, Department of Education K-12 Mathematics Teaching Certification, 1998.

Research Variable and Model Selection, Classification and Clustering, Robust Estimation, Nonparametric Interests Smoothing and Regression, Regularization and Bayesian Methods.

Professional North Carolina State University, Department of Statistics Experience Co-Director of Graduate Programs, 2013-present.

Associate Professor, 2011-present.

Assistant Professor, 2005-2011.

University of Technology Sydney, School of Mathematics and Statistics, NSW, Australia Visiting Associate Professor, 2013.

Center for Mathematics, Informatics, and Statistics, CSIRO, North Ryde, NSW, Australia Visiting Research Scientist, 2013.

Rutgers University, Department of Statistics Graduate Research Assistant, 2003-2005.

Statistical Consultant, 2002-2005.

Part-Time Instructor, 2000-2005.

National Institutes of Health, Institute of Child Health and Human Development Research Internship, 2003. Division of Epidemiology, Statistics, and Prevention.

Point Pleasant Borough High School, Point Pleasant, NJ High School Mathematics Teacher, 1998-2000.

Teaching Graduate Courses Taught: Fundamentals of Linear Models, Applied Least Squares, Topics Experience in Model Selection, Theory of Statistical Inference, Regression Analysis, Design of Experiments, Statistical Methods in the Biological Sciences.

Undergraduate Courses Taught: Probability and Statistics for Engineers, Basic Statistics for Research, Basic Statistics for Business, Regression Analysis, Statistical Computing, Calculus I, Calculus II, Pre-Calculus.

High School Courses Taught: AP Calculus, Pre-Calculus, Algebra I and II, Geometry.

Editorial Associate Editor:

Service Biostatistics, 2010-present.

Journal of the American Statistical Association: Theory and Methods, 2008-present.

Biometrics, 2008-2014.

–  –  –

Reviewer:

Annals of Applied Statistics, Annals of Statistics, Biometrics, Biometrika, Communications in Statistics, Computational Statistics and Data Analysis, Electronic Journal of Statistics, Journal of the American Statistical Association, Journal of Computational and Graphical Statistics, Journal of Multivariate Analysis, Journal of Statistical Planning and Inference, Journal of Statistical Research, Journal of the Royal Statistical Society Series B, Statistics and Computing, TEST, National Science Foundation.

Other North Carolina State University Professional Co-Director of Graduate Programs, 2013-present.

Service Search Committee, 2007-2008, 2011-2012 (chair).

Prelim Exam Committee, 2008, 2011.

Course and Curriculum Committee, 2006-present.

Basic Exam Committee, 2007, 2010 (chair).

Seminar Committee, 2006-2008, 2009-2010.

–  –  –

Recent Joint Statistical Meetings, Seattle, WA, August 2015.

Presentations Quality & Productivity Research Conference, Raleigh, NC, June 2015.

Frontiers in Applied & Computational Mathematics, Newark, NJ, June 2015.

Joint Statistical Meetings, Boston, MA, August 2014.

UNC – Chapel Hill, Dept. of Biostatistics, Chapel Hill, NC, March 2014.

MD Anderson Cancer Center, Dept. of Biostatistics, Houston, TX, October 2013.

Joint Statistical Meetings, Montreal, Quebec, Canada, August 2013.

Sydney University, Dept. of Math and Statistics, Sydney, NSW, Australia, May 2013.

University of Queensland, Dept. of Math and Statistics, Brisbane, QLD, Australia, May 2013.

Center for Mathematics, Informatics, Statistics, CSIRO, North Ryde, NSW, Australia, March 2013.

Univ. of Technology Sydney, Dept. of Math and Statistics, Sydney, NSW, Australia, March 2013.

University of Melbourne, Dept. of Math and Statistics, Melbourne, VIC, Australia, February 2013.

Meeting the Challenges in High Dimensions Workshop, Singapore, October 2012.

Large Scale Statistical Inference and Learning Workshop, Minneapolis, MN, April 2012.

Georgia Tech University, Dept. of Industrial and Systems Engineering, Atlanta, GA, March 2012.

Challenges in High Dimensional Data Workshop, Banff, Canada, December 2011.

Florida State University, Dept. of Statistics, Tallahassee, FL, October 2011.

International Conference on Robust Statistics, Valladolid, Spain, July 2011.

Chinese Statistical Association Applied Statistics Symposium, New York, NY, June 2011.

Duke University, Dept. of Statistical Science, Durham, NC, March 2011.

ENAR Spring Meetings, Miami, FL, March 2011.

University of South Carolina, Dept. of Statistics, Columbia, SC, October, 2010.





ENAR Spring Meetings, New Orleans, LA, March 2010.

Rutgers University, Dept. of Statistics, Piscataway, NJ, December 2009.

NIH/NICHD Division of Epidemiology, Statistics, and Prevention, Rockville, MD, August 2009.

Joint Statistical Meetings, Washington, DC, August 2009.

ENAR Spring Meeting, San Antonio, TX, March 2009.

Interface 2008, Durham, NC, May 2008.

International Conference on Interdisciplinary Statistics, Greensboro, NC, October 2007.

Joint Statistical Meetings, Salt Lake City, UT, July 2007.

SRCOS / ASA Southern Regional Conference, Richmond, VA, June 2007.

SAMSI / NCAR Workshop on Applications to Computer Models, Boulder, CO, May, 2007.

Current National Science Foundation - DMS 1308400, 2013-2017 External Role: Individual Grant Funding (Principal Investigator: Howard Bondell, Total Amount: $149,999)

–  –  –

Previous National Science Foundation - DMS 1005612, 2010-2014 External Role: Individual Grant Funding (Principal Investigator: Howard Bondell, Total Amount: $130,000)

–  –  –

Publications Neely, M. L., Bondell, H. D., and Tzeng, J.-Y. (2015). A penalized likelihood approach for (Methodology) investigating gene-drug interactions in pharmacogenetic studies. Biometrics (In Press).

–  –  –

Kong, D., Bondell, H. D., and Wu, Y. (2015). Domain selection for the varying coefficient model via local polynomial regression. Computational Statistics and Data Analysis 83, 236-250.

Huque, M. H., Bondell, H. D., and Ryan, L. (2014). On the impact of covariate measurement error on spatial regression modelling. Environmetrics 25, 560-570.

Jiang, L., Bondell, H. D., and Wang, H. J. (2014). Interquantile shrinkage and variable selection in regression models. Computational Statistics and Data Analysis 69, 208-219.

Bondell, H. D. and Stefanski, L. A. (2013). Efficient robust regression via two-stage generalized empirical likelihood. Journal of the American Statistical Association 108, 644-655.

Lin, C.-Y., Zhang, H. H., Bondell, H. D., and Zou, H. (2013). Variable selection for nonparametric quantile regression via smoothing spline analysis of variance. Stat 2, 255-268.

Reich, B. J., Bandyopadhyay, D., and Bondell, H. D. (2013). A nonparametric spatial model for periodontal data with non-random missingness. Journal of the American Statistical Association 108, 820-831.

Jiang, L., Wang, H. J., and Bondell, H. D. (2013). Interquantile shrinkage in regression models.

Journal of Computational and Graphical Statistics 22, 970-986.

Sharma, D. B., Bondell, H. D., and Zhang, H. H. (2013). Consistent group identification and variable selection in regression with correlated predictors. Journal of Computational and Graphical Statistics 22, 319-340.

Post, J. B. and Bondell, H. D. (2013). Factor selection and structural identification in the interaction ANOVA model. Biometrics 69, 70-79.

Bondell, H. D. and Reich, B. J. (2012). Consistent high-dimensional Bayesian variable selection via penalized credible regions. Journal of the American Statistical Association 107, 1610-1624.

Reich, B. J., Kalendra, E., Storlie, C. B., Bondell, H. D., and Fuentes, M. (2012). Variable selection for high-dimensional Bayesian density estimation: Application to human exposure simulation. Journal of the Royal Statistical Society C 61, 47-66.

Gunes, F. and Bondell, H. D. (2012). A confidence region approach to tuning for variable selection. Journal of Computational and Graphical Statistics 21, 295-314.

Reich, B. J., Bondell, H. D., and Li, L. (2011). Sufficient dimension reduction via Bayesian mixture modeling. Biometrics 67, 886-895.

Storlie, C. B., Bondell, H. D., Reich, B. J., and Zhang, H. H. (2011). Surface estimation, variable selection, and the nonparametric oracle property. Statistica Sinica 21, 679-705.

Reich, B. J. and Bondell, H. D. (2011). A spatial Dirichlet process mixture model for clustering population genetics data. Biometrics 67, 381-390.

Bondell, H. D., Krishna, A., and Ghosh, S. K. (2010). Joint variable selection of fixed and random effects in linear mixed-effects models. Biometrics 66, 1069-1077.

Bondell, H. D., Reich, B. J., and Wang, H. J. (2010). Non-crossing quantile regression curve estimation. Biometrika 97, 825-838.

Storlie, C. B., Bondell, H. D., and Reich, B. J. (2010). A locally adaptive penalty for estimation of functions with varying roughness. Journal of Computational and Graphical Statistics 19, 569-589 Koehler, M. L., Bondell, H. D., and Tzeng, J.-Y. (2010). Evaluating haplotype effects in casecontrol studies via penalized-likelihood approaches: prospective or retrospective analysis? Genetic Epidemiology 34, 892-911.

Reich, B. J., Bondell, H. D., and Wang, H. J. (2010). Flexible Bayesian quantile regression for independent and clustered data. Biostatistics 11, 337-352.

Tzeng, J.-Y. and Bondell, H. D. (2010). A comprehensive approach to haplotype-specific analysis by penalized likelihood. European Journal of Human Genetics 18, 95-103.

Bondell, H. D. and Li, L. (2009). Shrinkage inverse regression estimation for model-free variable selection. Journal of the Royal Statistical Society B 71, 287-299.

Bondell, H. D. and Reich, B. J. (2009). Simultaneous factor selection and collapsing levels in ANOVA. Biometrics 65, 169-177.

Krishna, A., Bondell, H. D., and Ghosh, S. K. (2009). Bayesian variable selection using an adaptive powered correlation prior. Journal of Statistical Planning and Inference 139, 2665-2674.

Reich, B. J., Storlie, C. B., and Bondell, H. D. (2009). Variable selection in Bayesian smoothing spline ANOVA models: Application to deterministic computer codes. Technometrics 51, 110-120.

(Technometrics invited paper at JSM 2009.)

–  –  –

Bondell, H. D. and Reich, B. J. (2008). Simultaneous regression shrinkage, variable selection and clustering of predictors with OSCAR. Biometrics 64, 115-123.

–  –  –

Bondell, H. D., Liu, A., and Schisterman, E. F. (2007). Statistical inference based on pooled data:

A moment-based estimating equation approach. Journal of Applied Statistics 34, 129-140.

–  –  –

Publications Stevenson, K. T., Peterson, M. N., Bondell, H. D., Moore, S. E., and Carrier, S. J. (2014).

(Collaborative) Overcoming skepticism with education: Interacting influences of worldview and climate change knowledge on perceived climate change risk among adolescents. Climatic Change 126, 293-304.

Stevenson, K. T., Peterson, M. N., Carrier, S. J., Strnad, R. L., Bondell, H. D., Kirby-Hathaway, T., and Moore, S. E. (2014). Role of significant life experiences in building environmental knowledge and behavior among middle school students. Journal of Environmental Education 45, 163-177.

–  –  –

Stevenson, K. T., Peterson, M. N., Bondell, H. D., Mertig, A. G., and Moore, S. E. (2013).

Environmental, institutional, and demographic predictors of environmental literacy among middle school children. PLoS ONE 8, e59519.

Rodriguez, S. L., Peterson, M. N., Cubbage, F. W., Sills, E. O., and Bondell, H. D. (2012). Private landowner interest in market-based incentive programs for endangered species habitat conservation. Wildlife Society Bulletin 36, 469-476.

Peterson, M. N., Thurmond, B., McHale, M., Rodriguez, S., Bondell, H. D., and Cook, M. (2012).

Predicting native plant landscaping preferences in urban areas. Sustainable Cities and Society 5, 70-76.

Dalrymple, C. J., Peterson, M. N., Cobb, D. T., Sills, E. O., Bondell, H. D., and Dalrymple, D. J.

(2012). Estimating public willingness to fund nongame conservation through state tax initiatives.

Wildlife Society Bulletin 36, 483-491.

Freire, M., Robertson, I., Bondell, H. D., Brown, J., Hash, J., Pease, A. P., Lascelles, B. D. X.

(2011). Radiographic evaluation of feline appendicular degenerative joint disease vs. macroscopic appearance of articular cartilage. Veterinary Radiology & Ultrasound 52, 239-247.

Dalrymple, C. J., Peterson, M. N., Bondell, H. D., Rodriguez, S. L., Fortney, J., Cobb, D. T., and Sills, E. O. (2010). Understanding angler and hunter annual spending in North Carolina.

Proceedings of the Annual Conference of the Southeastern Association of Fish and Wildlife Agencies 64, 88-94.

Zamprogno, H., Hansen, B. D., Bondell H. D., Thomson-Sumrell, A., Simpson, W., Robertson, I., Brown, J., Pease, A., Roe, S. C., Hardie, E., Wheeler, S. J., Lascelles, B. D. X. (2010). Item generation and design testing of a questionnaire to assess degenerative joint disease-associated pain in cats. American Journal of Veterinary Research 71, 1417-1424.





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