Publications

Statistical Publications

  • Akapame, S. and Borkowski, J.J. "A Robust Bayesian Design Criterion for Nonlinear Models", to appear in Thailand Statistician , 2015.
  • Patummasut, M. and Borkowski, J.J. (2014) "Adaptive Cluster Sampling with Spatially Clustered Secondary Units", J. of Applied Statistics , 14: 2516-2522.
  • Sirisom, P., Chaimongkol, S., and Borkowski, J.J. (2014) "Using Genetic Algorithms to Generate Ds-optimal Response Surface Designs", Lobachevskii Journal of Mathematics , 25:1 27-37.
  • Thongsook, S., Borkowski, J.J., and Budsaba, K. (2014) "Using a Genetic Algorithm to Generate Ds-optimal Designs with Bounded D-efficiencies for Mixture Experiments", Thailand Statistician , 12(2): 191-205.
  • Thongsook, S. and Borkowski, J.J. (2013) "Using a Genetic Algorithm to Generate D_s-optimal Designs for Mixture Experiments",Lobachevskii Journal of Mathematics , 25:2 122-137.
  • Talke, I. and Borkowski, J.J. (2012) "Generation of Space-Filling Uniform Designs in the Unit Hypercubes", J. of Statistical Planning and Inference , 142: 3189-3200.
  • Limmun, Wanida, Borkowski, John J., and Chomtee, Boonorm (2012) "Using a Genetic Algorithm to Generate D-optimal Designs for Mixture Experiments", Quality and Reliability International , Online DOI: 10.1002/qre.1457.
  • Chomtee, B. and Borkowski, J.J. (2012) "Comparison of Response Surface Designs in a Spherical Region", World Academy of Science, Engineering and Technology , 65: 557-560.
  • Simmachan, Teerawat, Borkowski, John J, and Budsaba, Kamon (2012) "Expected Mean Squares for the Random Effects One-Way ANOVA Model when Sampling from a Finite Population", Thailand Statistician , 10(1): 121-128.
  • Borkowski, J.J., Chomtee, B., and Turk, P. (2011) "Using Weak and Strong Heredity to Generate Weighted Design Optimality Criteria for Response Surface Designs", Invited Paper in a Special Issue of Journal of Statistical Theory and Applications , 10: 163-192.
  • Simmachan, Teerawat, Borkowski, John J, and Budsaba, Kamon (2011) "Expected mean squares for the Random Effects One-Way ANOVA Model when Sampling from a Finite Population", Thailand Statistician , 9: 109-122.
  • Laoarun, W., Borkowski, J.J., and Budsaba, K., (2011) "Generation of Uniform Designs in the k-Dimensional Ball", Thailand Statistician , 9(2}: 109-122.
  • Yasongnoen, N., Borkowski, J.J., and Budsaba, K. (2011) "Comparison of Model Selection Criteria for Classical Designed Experiments", Thailand Statistician , 8: 123-142.
  • Akanisthanon, J., Budsaba, K., and Borkowski, J.J. (2010) "k-tuple Simple Latin Square Sampling Designs", Thailand Statistician , 8: 93-107.
  • Borkowski, J.J. and Piepel, G.F. (2009) "Space-Filling Designs for Highly-Constrained Mixture Experiments", Journal of Quality Technology , 41: 35-47.
  • Sharp, J.L., Borkowski, J.J., Schmoyer, D., Daly, D.S., Purvine, S., Cannon, W., and Hurst,. G.B. (2009) "Statistically Appraising Process Quality of Affinity-Isolation Experiments", Journal of Computational Statistics and Data Analysis , 53: 1720-1726.
  • Borkowski, J.J. (2009) Invited Discussant of "Response Surface Design Evaluation and Comparison" by Anderson-Cook, C., Borror, C., and Montgomery, D., Journal of Statistical Planning and Inference , 139: 650-652.
  • Boonhla, K., Budsaba, K., and Borkowski, J.J. (2009) "Simple Latin Cubic Sampling +1 and -k Designs", Thailand Statistician , 7(1)}: 13-27.
  • Nguyen, N.-K. and Borkowski, J.J. (2008) "New 3-Level Response Surface Designs Constructed from Incomplete Block Designs"Journal of Statistical Planning and Inference 138: 294-305.
  • Borkowski, J.J. "Center Points" (2008) Encyclopedia of Quality and Reliability , Editors: Ruggeri,F., Kenett,R., and Faltin,F.W., John Wiley \& Sons Ltd., Chichester, UK, 289-292.
  • Borkowski, J.J. (2008) "Optimal Linear-Quadratic (LQ) Model Designs", Thailand Statistician , 6: 47-64.
  • Borkowski, J.J. (2006) Book Chapter: "Graphical Methods for Assessing the Prediction Capability of Response Surface Designs"Response Surface Methodology and Related Topics , Editor: Andre Khuri. Publisher: World Scientific, Chapter 14: pages 349-378.
  • Chomtee, Boonorm and Borkowski, John J. (2006) "Weighted Design Optimality Criteria for Spherical Response Surface Designs"KMITL Science Journal , Special Issue, Proceedings of the 2nd International Symposium on Mathematical, Statistical and Computer Sciences 5: 226-238.
  • Turk, P. and Borkowski, J.J. (2005) "A Review of Adaptive Cluster Sampling: 1990-2003", Ecological and Environmental Statistics , 12: 55-94.
  • Webb, D., Lucas, J.M., and Borkowski, J.J. (2004) "Factorial Experiments when Factors are Not Necessarily Reset", Journal of Quality Technology , 36: 1-11.
  • Borkowski, J.J. (2003) "A Comparison of Prediction Variance Criteria for Response Surface Designs", Journal of Quality Technology , 35:70-77.
  • Borkowski, J.J. (2003) "Using a Genetic Algorithm to Generate Exact Small Response Surface Designs", Journal of Probability and Statistical Science , 1:65-88.
  • Borkowski, J.J. (2003) "Simple Latin Square Sampling +/-k Designs", Communications in Statistics -- Theory and Methods , 32:215-237.
  • Borkowski, J.J. and Valeroso, Elsie S. (2001) "Comparison of Design Optimality Criteria of Reduced Models for Response Surface Designs in the Hypercube", Technometrics , 43:468-477.
  • Borkowski, John J. (1999) "Network Inclusion Probabilities and Horvitz-Thompson Estimation For Adaptive Simple Latin Square Sampling," Environmental and Ecological Statistics 6:3:291-311.
  • Hodgson, Ted and Borkowski, John. (1998), "Why Stratify?", Teaching Statistics 20 , 68-71.
  • Borkowski, J.J. and Lucas, J.M. (1997). "Designs of Mixed Resolution for Process Robustness Studies," Technometrics 39 , 63-70.
  • Munholland, P.L. and Borkowski, J.J. (1996). "Simple Latin Square Sampling + 1: A Spatial Design Using Quadrats," Biometrics ,52 , 125-136.
  • Borkowski, J.J. (1995). "Spherical Prediction Variance Properties of Central Composite and Box-Behnken Designs," Technometrics ,37 , 399-410.
  • Borkowski, J.J. (1995). "Minimum, Maximum, and Average Spherical Prediction Variances for Central Composite and Box-Behnken Designs," Communications in Statistics -- Theory and Methods24 , 2581-2600.
  • Borkowski, J.J. (1995). "Finding Maximum G-criterion Values for Central Composite Designs on the Hypercube," Communications in Statistics -- Theory and Methods 24 , 2041-2058.

Software Packages

  • R package VdgRsm . Authors: P. Srisuradetchai and J.J. Borkowski, October, 2014.
  • R package skillings.mack . Authors: P. Srisuradetchai and J.J. Borkowski, April, 2013.

Co-Authored Book Chapters

Large Mammal Ecology in Central Yellowstone: A synthesis of 16 years of integrated field studies (2008)
Publisher: Elsevier, Academic Press Terrestrial Ecology Series

  • Chapter 9: "Diet and nutrition of central Yellowstone elk during winter", White, Garrott, Borkowski, Berardinelli, Mertens, and Pils.
  • Chapter 17: "Wolf kill rates: predictably variable?:, Becker, Garrott, White, Jaffe, Gower, Borkowski, and Bergman.
  • Chapter 22: "Elk nutrition after wolf recolonization of central Yellowstone", White, Garrott, Borkowski, Hamlin, and Berardinelli.
  • Chapter 26: "Wildlife responses to park visitors in winter", White, Borkowski, Davis, Garrott, Reinhart, and McClure.
  • Chapter 27: "Bison winter road travel: facilitated by road grooming or a manifestation of natural trends?", Bruggeman, Garrott, White, Bjornlie, Watson, and Borkowski.

Multidisciplinary Publications

  • Geremia, C., White, P.J., Wallen, R., Watson, F.G.R., Treanor, J.J., Borkowski,J., Potter, C.S., and Crabtree,R.L. (2011) "Predicting Bison Migration out of Yellowstone National Park using Bayesian Models", PLoS One , 6(2), e16848.
  • Geremia, C., White, P.J., Borkowski,J., Wallen,R. Watson,F., Potter, C.S., and Crabtree,R.L. (2010) "Migration, Culls, and Harvests of Bison Beyond Yellowstone National Park", Ecological Applications , 16: 1911-1925.
  • Boccadori, S.J., White, P.J., Garrott, R.A., Borkowski, J.J., and Davis, T.L. (2008) "Yellowstone Pronghorn Alter Resource Selection after Sagebrush Decline", Journal of Mammalogy , 89(4), 1031-1040.
  • Varricchio, D.J., Moore, J.R., Erickson, G.M., Norell, M.A., Jackson, F.D., and Borkowski, J.J. (2008) "Avian Parental Care Had Dinosaur Origin", Science , 322: 1826-1828.
  • Sheley, R.L., Laufenberg, S.M., Jacobs, J.S., and Borkowski, J. (2007) "Restoring Species Richness and Diversity in a Russian Knapweed (Acroptilon repens)-infested Riparian Plant Community Using Herbicides", Weed Science , 55: 311-318.
  • Jacobs, J.S., Sheley, R.L., and Borkowski, J.J. (2006) "Integrated Management of Leafy Spurge-Infested Rangeland", Rangeland Ecology and Management , 59: 475-482.
  • Borkowski, J.J., White, P.J., Garrott, R.A., Davis, T., Hardy, A.R., and Reinhart, R.J. (2006) "Wildlife Responses to Motorized Winter Recreation in Yellowstone National Park", Ecological Applications , 16: 1911-1925.
  • Bergman, Eric J., Garrott, Robert A., Creel, Scott, Borkowski, John J., and Jaffe, Rose M. "Assessment of Prey Vulnerability through Analysis of Wolf Movements and Kill Sites", Ecological Applications , 16: 273-284.
  • Gude, J., Garrott, R., Borkowski, J., and King, F. (2006) "Prey Risk Allocation in a Grazing Ecosystem", Ecological Applications , 16: 285-298.
  • Bruggerman, J.E., Garrott, R.A., Bjornlie, D.D., White, P.J., Watson, F.G.R., and Borkowski, J.J. "Temporal Variability in Winter Use Patterns of Yellowstone Bison: the Effects of Road Grooming", Ecological Applications , 16: 1539-1554.
  • Salusso, C., Borkowski, J., Reich, N., and Goldsberry, E. (2006) "An Alternative Approach to Sizing Apparel for Women 55 and Older", Clothing and Textiles Research Journal , 24: 96-111.
  • Laufenberg, S.M., Sheley, R.L., Jacobs, J.S., and Borkowski, J. (2005) "Herbicide Effects on Density of Biomass of Russian Knapweed (Acroptilon repens) and Associated Plant Species", Weed Technology, 19:62-72.
  • Pokorny, M.L., Sheley, R.L., Zabinski, C.A., Engel, R.E., Svejcar, T.J., and Borkowski, J.J., "Plant Functional Group Diversity as a Mechanism for Invasion Resistance", Restoration Ecology , 13: 1-12.
  • Salusso, C., Borkowski, J., Reich, N., and Goldsberry, E., "An Alternative Approach to Sizing Apparel for Women 55 and Older",Clothing and Textile Research Journal , February 2005.
  • Bard, E.C., Sheley, R.L., Jacobsen, J., and Borkowski, J. (2004) "Using ecological theory to guide the implementation of augmentative restoration.", Weed Technology , 18: 1246-1249.
  • Landry, C., Birkeland, K., Hansen, K., Borkowski, J., Brown, R. and Aspinall, R. (2004) "Variations in Snow Strength and Stability on Uniform Slopes", Cold Region Science and Technology , 39: 205-218.
  • Kaiser, C.R., Bowman, J.G.P., Surber, L.M.M., Blake, T.K., Borkowski, J.J. (2004). "Variation in Apparent Component Digestibility of Barley in the Rat from the Core Collection of the USDA National Smal Grains Collection", Animal Feed Science and Technology , 113: 97-112.
  • Kedzie-Webb, S.A., Sheley, R.L., and Borkowski, J.J. (2002) "Predicting Plant Community and Biomass Response to Picloram",Journal of Range Management, 55: 576-583.
  • Rinella, M.J., Jacobs, J.S, Sheley, R.L., and Borkowski, J.J. (2001) "Spotted Knapweed Response to Season and Frequency of Mowing", Journal of Range Management, 54:52-56.
  • Kedzie-Webb, S.A., Sheley, R.L., Borkowski, J.J., and Jacobs, J.S. (2001) "Relationships Between Centaurea Maculosa and Indigenous Plant Assemblages", Western North American Naturalist , 61:43-49.
  • Landry, C.C., Borkowski, J.J., and Brown, R.L. (2001) "Quantified Load Column Stability Test: Mechanics, Procedure, Sample-size Selection, and Trials", Cold Region Science and Technology , 33:103-121.
  • Finck, R., Marlow, C. and Borkowski, J. (2000) "Stubble Height as a Criterion for Water Quality", Proceedings from the AWRA's 2000 Summer Conference on Riparian Ecology and Management in Multi-Land Use Watersheds , American Water Resources Association (AWRA) Technical Publication Series, Middleburg, VA. 275-279.
  • Landry, C.C., Borkowski, J.J., and Brown, R.L. (2000) "Quantified Load Column Stability Test: Mechanics, Methodology, and Preliminary Trials", 2000 Proceedings of the International Snow Science Workshop (ISSW) , 230-237.
  • Pils, Andrew C., Garrott, Robert A., and Borkowski, John J., (1999) "Sampling and Analysis Methods for Snow-Urine Nutritional Assays", Journal of Wildlife Management 63(4) 1118-1132.
  • Pyle, B.H., McFeters, G.A., Broadaway, S.C., Johnsrud, C.K., Storfa, R.T., and Borkowski, J. (1999) "Bacterial Growth on Surfaces and in Suspensions", Biorack on Spacehab: Biological Experiments on Three Shuttle-to-Mir Missions , European Space Agency, ESA Publications Division, Noordwijk, The Netherlands, 95-99.
  • Regli, D.C., Bowman, J.G.P., Blake, T.K., Borkowski, J.J., Surber, L.M.M, Rolando, S.J., Robinson, B.L., Roth, N.J., and Brockleman, H. "Digestibility Characteristics of Barley Lines from the World Collection in Rats", submitted to Proceedings, Western Section, American Society of Animal Science , March 1999.
  • Varricchio, D.J., Jackson, F., Borkowski, J.J, and Horner, J.R. (1997) "Nest and Egg Clutches for the Theropod Dinosaur Troodon Formosus and Evolution of Avian Reproductive Traits," Nature , 1/16/97 issue, 247- 250.
  • Camper, A., Goodrum, L., Hayes, J., Borkowski, J., and Jones, W. (1996). "Chapter 5: Pilot Studies" in Factors Limiting Microbial Growth in the Distribution System: Laboratory and Pilot-Scale Experiments," AWWA Research Foundation and American Water Works Association, Denver, CO.
  • Reinsel, M.A., Borkowski, J.J. and Sears, J.T. (1994). "Partitioning Coefficients for Acetic, Propionic and n-Butyric Acids in a Crude Oil/Water System," Journal of Chemical and Engineering Data39 , 513-516.

Nonreferreed Publications

  •  Borkowski, J.J. and Turk, P. (2013) "Adaptive Cluster Sampling: An Introduction", Proceedings of the International Conference on Applied Statistics 2013 , MahaSarakham University, Thailand, May 14-19, 2013. pp. 24-37.
  • Thongsook, S., Budsaba, K. and Borkowski, J.J. (2013) "Using a Genetic Algorithm to Generate Ds-optimal Designs for Mixture Experiments" Proceedings of International Conference on Applied Statistics 2013 , MahaSarakham University, Thailand, May 14-19. pp. 199-204.
  • Pittendrigh, A., Plumb, C., Borkowski, J., and Swinford S. (2012) "Cross-Disciplinary Humanities: Does a First-Year Seminar Influence Intellectual Skills and Behaviors", Proceedings of the 10th Annual Hawaii International Conference on Arts & Humanities , January 2012. pp. 1209-1212.
  • Chairojwattana, Apisak, Borkowski, John, J., Chaimongkol, Saengla, and Budsaba, Kamon (2011) "Development of Weighted Optimality Criteria for Response Surface Designs", Proceedings of the 12th Conference on Statistics and Applied Statistics , Songkhla, Thailand, May 2011.
  • Laoarun, Wipawan, Borkowski, John J., and Budsaba, Kamon (2011) "Generation of Uniform Designs in the Two-Dimensional Ball", Proceedings of the 12th National Conference on Statistics and Applied Statistics , Songkhla, Thailand, May 2011.
  • Simmachan, Teerawat, Borkowski, John J, and Budsaba, Kamon (2011) "Expected mean squares for the Random Effects One-Way ANOVA Model when Sampling from a Finite Population", Proceedings of the 12th Conference on Statistics and Applied Statistics , Songkhla, Thailand, May 2011.
  • Borkowski, J.J, Chomtee, B., and Panishkan, K. (2008) "Componentwise Variance Dispersion Graphs for Mixture Experiments"2007 Proceedings of the American Statistical Association -- Section on Quality and Productivity , 1773-1782.
  • Boonhla, K., Borkowski, J.J., and Budsaba, K. (2008) "Simple Latin Cubic Sampling +1 and -k Designs" ICAQM Proceedings of The 5th Sino-International Symposium on Probability, Statistics, and Quantitative Management .
  • Sharp, J.L., Anderson, K.K., Daly, D.S., Auberry, D.L., Borkowski, J.J., and Cannon, W.R. (2007) "Inferring Protein Associations Using Protein Pull-down Assays", 2006 Proceedings of the American Statistical Association -- Biometrics Section , 365-369.
  • Borkowski, John J. (2007) "New Variance Dispersion Graphs for Mixture Experiments", Proceedings of the 2007 Conference on Statistics and Applied Statistics Cha-am, Thailand, May 2007, 9-20.
  • Borkowski, John J. (2006) "Space-Filling Designs for High-Dimensional Mixture Experiments with Multiple Constraints"Proceedings of the 3rd Sino-International Symposium on Probability, Statistics, and Quantitative Management , June 2006, Taipei, Taiwan, 19-29.
  • Borkowski, John J. (2006) "Industrial Applications of Response Surface Designs", Proceedings of the 2006 Conference on Statistics and Applied Statistics , Pattaya Cholburee, Thailand, May 2006, S45-S66.
  • Borkowski, J.J. (2004), "Using a Genetic Algorithm to Generate Small Exact Small Response Surface Designs", The 2003 Proceedings of the American Statistical Association -- Section on Quality and Productivity , 4801-4812.
  • Bard, E., Sheley, R., Jacobsen, J., and Borkowski, J. (2004) "Augmentative restoration: A Concept with Results", Proceedings of the Society for Ecological Restoration -- 16th Annual Conference , Victoria, British Columbia, Canada.
  • Webb, D.F., Borkowski, J.J. and Lucas, J.M. (1999), "Randomizing Run Order Without Resetting Factors", The 1998 Proceedings of the American Statistical Association -- Section on Quality and Productivity, 1-7.
  • Borkowski, J.J. and Valeroso, Elsie S. (1997). "Robustness of Central Composite and Box-Behnken Designs over Classes of Posterior Models," The 1996 Proceedings of the American Statistical Association -- Section on Physical & Engineering Sciences.

Technical Reports

  •  Borkowski, J.J., "Generating Exact N-Point Response Surface Designs Using Genetic Algorithms", Tech. Report No. 10-5-01. Dept. of Math. Sci., Montana State University.
  • Borkowski, J.J. and Valeroso, Elsie S. (1997) "Comparison of Posterior Model Design Efficiencies on the Hypercube", Tech. Report No. 9-16-97. Dept. of Math. Sci., Montana State University.
  • Borkowski, John J. and Valeroso, Elsie S. (1997). "Exact Evaluation of D, A, G and IV--Optimality Criteria for Central Composite and Box-Behnken Designs", Tech. Report No. 9-18-96. Dept. of Math. Sci., Montana State University.
  • Borkowski, J.J. (1996). "Simple Latin Square Sampling + k Designs", Tech. Report No. 6-1-96. Dept. of Math. Sci., Montana State University.
  • Borkowski, J.J. (1995). "Optimal Linear-Quadratic (LQ) Model-Based Designs," Tech. Report No. 12-1-95, Dept. of Math. Sci., Montana State University.
  • Munholland, P.L. and Borkowski, J.J. (1993) "Latin Square Sampling + 1 Designs," Tech. Report No. 1-11-93, Dept. of Math. Sci., Montana State University.
  • Munholland, P.L. and Borkowski, J.J (1993). "Adaptive Latin Square Sampling + 1 Designs," Tech. Report No. 3-23-93, Dept. of Math. Sci., Montana State University.

Book Reviews

  •  Review of Response Surface Methodology , R.H. Myers, D.C. Montgomery, and C.M. Anderson-Cook, JASA , 2010, 105:879.
  • Review of Statistical Tools for Nonlinear Regression , by S. Huet, A. Bouvier, M. Gruet, and E. Jolivet, Technometrics , 1997, 39 , 333-334.
  • Review of General Statistics by W. Chase and F. Bown, Journal of Quality Technology , 1997, 29 , 113-114.
  • Review of The Quality Toolbox by N.R. Tague, Journal of Quality Technology , 1995, 27 , 391-392.
  • Review of Modern Statistical Quality Control and Improvement by N.R. Farnum, Journal of Quality Technology , 1995, 27 , 91-93.
  • Review of Optimal Design of Experiments by F. Pukelsheim, Technometrics , 1994, 36 , 214-216.

Updated on: 02/2015