## Under Review

Greenwell, B.M., Schubert-Kabban, C.M., McCarthy, A.J., & Boehmke, B.C. "Inverse Estimation with Linear Mixed-Effects Models with Application in R." *Journal of Modern Applied Statistical Methods*

Greenwell, B.M., McCarthy, A.J., & Boehmke, B.C. "A Simple and Effective Model-Based Variable Importance Measure." *Journal of Computational and Graphical Statistics*

Boehmke, B.C., Hazen, B.T., Greenwell, B.M. & McCarthy, A.J. "A data science approach to implementing decision analytics for strategic sourcing." *International Journal of Data Science and Analytics*

Hazen, B.T & Boehmke, B.C. "Big data, supply chain insights and business value: A double helix resource orchestration process." *Journal of Algorithms and Computational Technology*

## Peer Reviewed Journal Articles

Gutierrez, R.J., Bauer, K.W., Boehmke, B.C., Saie, C.M. & Bihl, T.J. (2018) "Cyber anomaly detection: Using tabulated vectors and embedded analytics for efficient data mining." *Journal of Algorithms and Computational Technology* (pre-print). DOI: 10.1177/1748301818791503

Joo, S.J., Boehmke, B.C., Min, H., & Bayazit, O. (2018) "Sourcing analytics for evaluating and selecting suppliers using DEA and AHP: A case of the aerospace company." *International Journal of Services and Operations Management* (pre-print).

Montgomery, R.T., Ogden, J.A., & Boehmke, B.C. (2017) "A quantified Kraljic portfolio matrix: Using decision analysis for strategic purchasing." *Journal of Purchasing and Supply Management, 24*(3), 192-203. DOI: 10.1016/j.pursup.2017.10.002

Greenwell, B.M., McCarthy, A.J., Boehmke, B.C. & Dungang, L. (2018) "Residuals and diagnostics for binary and ordinal regression models: An introduction to the `sure`

package." *The R Journal, 10*(1), 381-394.

Griffith, D.A., Boehmke, B.C., Hazen, B.T. & Johnson, A.W. (2017) "Embedded analytics: Improving decision support for humanitarian logistics operations." *Annals of Operations Research* (pre-print). DOI: 10.1007/s10479-017-2607-z.

Gutierrez, R.J., Boehmke, B.C., Bauer, K.W., Saie, C.M. & Bihl, T.J. (2017) "`anomalyDetection`

: Implementation of augmented network log anomaly detection procedures." *The R Journal, 9*(2), 354-365.

Hazen, B.T, Weigel, F.K., Ezell, J.D., Boehmke, B.C. & Bradley, R.V. (2017) "Toward understanding outcomes associated with data quality improvement." *International Journal of Production Economics, 193*, 737-747. DOI: 10.1016/j.ijpe.2017.08.027.

Boehmke, B.C. & Freels, J.K. (2017) "`learningCurve`

: An implementation of Crawford's and Wright's learning curve production functions" *Journal of Open Source Software, 2*(13). DOI: 10.21105/joss.00202.

Boehmke, B.C. & Hazen, B.T. (2017) "The future of supply chain information systems: The open source ecosystem." *Global Journal of Flexible Systems Management, 18*(2), 163-168. DOI 10.1007/s40171-017-0152-x.

Boehmke, B.C., Jackson, R.A., Johnson, A.L, White, E.D., Weir, J.D. & Gallagher, M.A. (2017) "Measuring U.S. Air Force installation support activities via data envelopment analysis." *Military Operations Research, 22* (1), 39-58. DOI: 10.5711/1082598322139.

Boehmke, B.C., Montgomery, R.T., Ogden, J.A & Freels, J.K. (2017). "`KraljicMatrix`

: An R package for implementing the Kraljic Matrix to strategically analyze a firm's purchasing portfolio." *Journal of Open Source Software, 2*(10). DOI: 10.21105/joss.00170.

Boehmke, B.C., Johnson, A.L, White, E.D., Weir, J.D. & Gallagher, M.A. (2016). "Tooth-to-Tail impact analysis: Combining econometric modeling and Bayesian networks to assess support cost consequences due to changes in force structure." *Journal of Cost Analysis and Parametrics, 9*(1), 2-31. DOI:10.1080/1941658X.2016.1155186.

Boehmke, B.C., Johnson, A.L, White, E.D., Weir, J.D. & Gallagher, M.A. (2016). "The influence of operational resources and activities on indirect personnel costs: A multilevel modeling approach." *The Engineering Economist, 61*(4), 289-312. DOI:10.1080/0013791X.2016.1155247.

Boehmke, B.C., Johnson, A.L, White, E.D., Weir, J.D. & Gallagher, M.A. (2015). "Bending the cost curve: Moving the focus from macro-level to micro-level cost trends with cluster analysis." *Journal of Cost Analysis and Parametrics, 8*(2), 126-148. DOI: 10.1080/1941658X.2015.1064046.

## Peer Reviewed Conference Proceedings

Jackson, R.A., Boehmke, B.C. (2017). "Coherence and oddities: A retrospective of cost estimating publications 1978-2016." *Proceedings of the 2017 International Cost Estimating & Analysis Association Professional Development & Training Workshop, Portland, OR, June 6-9, 2017.*

Jackson, R.A., Boehmke, B.C. (2016). "Unpacking the United States Air Force's little blue books." *Proceedings of the IIE Industrial and Systems Engineering Research Conference (ISERC), Anaheim, CA, May 21-24, 2016.*

Boehmke, B.C., Johnson, A.L, White, E.D., Weir, J.D. & Gallagher, M.A. (2015). "A multilevel understanding of Tooth-to-Tail." *Proceedings of the IIE Industrial and Systems Engineering Research Conference (ISERC), Nashville, TN, May 30 - June 2, 2016.* DOI: 10.13140/RG.2.1.1708.2964.

## Other Publications

Breitbach, T.W., McCarthy, A.J., Greenwell, B.M., Boehmke, B.C., & Hazen, B. T., (2017), "Big data analysis for data science," In *Encyclopedia of Big Data Technologies*. S. Sakr & A. Zomaya (editors). Cham Switzerland: Springer International Publishing, 2017.

Boehmke, B.C., Jackson, R.A. (2016). "What is truth?" Unpacking `the true cost of free statistical software'." *ORMS Today, 43*(1).

Boehmke, B.C. (2015). *Grabbing the Air Force by the Tail: Applying Strategic Cost Analytics to Understand and Manage Indirect Cost Behavior* (Dissertation: No. AFIT-ENS-DS-15-S-076). Air Force Institute of Technology Graduate School of Engineering and Management. DOI: 10.13140/RG.2.1.1310.1524.

Boehmke, B.C. (2015). *A comparison of alternative univariate cost metrics for the LGM-30 intercontinental ballistic missile weapon system.* Technical Report: Headquarters Air Force Materiel Command, Studies and Analyses Division.

Boehmke, B.C. (2014). *Understanding business analytics.* Technical Report: Headquarters Air Force Materiel Command, Studies and Analyses Division.

Boehmke, B.C. (2012). "Use of ANOVA for everyday cost analysts." The Dayton Coster, 13(1), 10-14.

Boehmke, B.C. (2011). *Model for identifying cost savings by synchronizing the E-4B NAOC replacement and Presidential Aircraft Recapitalization programs.* (Thesis: No. AFIT/GCA/ENV/11-J01). Air Force Institute of Technology Graduate School of Engineering and Management.