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 Methods, 24 , 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 Data, 39 , 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.

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