Statistical Sciences, CCS-6
1. List of books and publications in peer-reviewed journals. Anderson-Cook, C.M., Borror, C.M., and Montgomery, D.C. (2009). “Response Surface Design Evaluation and Comparison,” (with discussion and rejoinder) Journal of Statistical Planning and Inference 139 629-641, 671-674. Anderson-Cook, C., Graves, T.L., and Hamada, M.S. "Resource Allocation for Reliability of a Complex System with Aging Components," to appear in Quality and Reliability Engineering International (2009). Burr, T., Hamada, M.S., Graves, T.L., and Myers, S. "Augmenting Real Data with Synthetic Data: an Application in Assessing Radio-isotope Identification Algorithms," to appear in Quality and Reliability Engineering International (2009). Hamada, C.A., and Hamada, M.S. "All-Subsets Regression Under Effect Heredity Restrictions for Experimental Designs with Complex Aliasing," to appear in Quality and Reliability Engineering International (2009). Myers, R.H., Montgomery, D.C., and Anderson-Cook, C.M. (2009). Response Surface Methodology: Process and Product Optimization Using Designed Experiments. 3rd Ed. New York: Wiley. Picard, R., and Booth, T. (2009). "Ensuring Finite Moments in Monte Carlo Simulations via Interated Ex Post Facto Sampling," Mathematics and Computers in Simulation, 79 2106-2121. Wendelberger, J., Moore, L.M., and Hamada, M.S. (2009). "Making Tradeoffs in Designing Scientific Experiments: A Case Study with Multi-level Factors," Quality Engineering, 21, 143-155.
Anderson-Cook, C.M., Graves, T., Hengartner, N., Klamann, R., Wiedlea, A.K., Wilson, A.G., Anderson, G., and Lopez, G. (2008). “Reliability Modeling using Both System Test and Quality Assurance Data,” Journal of the Military Operations Research Society 13 5-18. Briand, D. and Huzurbazar, A.V. (2008). “Bayesian Reliability Applications of a Combined Lifecycle Failure Distribution,” Journal of Risk and Reliability, 222(4), 713-720. Burr, T., and Myers, K. "Signatures for several types of naturally occurring radioactive material," Catlett, C. et al. (2008). “A Scientific Research and Development Approach to Cyber Security,” report submitted to the Department of Energy, December 2008, available at Collins, D., and Huzurbazar, A.V. (2008). “System Reliability and Safety Assessment using Nonparametric Flowgraph Models,” Journal of Risk and Reliability, 222(4), 667-674. Hamada, M.S., Wilson, A.G., Reese, C.S., and Martz, H.F. (2008). "Bayesian Reliability," Springer. Hengartner, N., Michalak, S., Takala, B., and Wender, S. (2008). “Evaluating Experiments for Estimating the Bit Failure Cross Section of Semiconductors Using a Colored Spectrum Neutron Beam,” Technometrics, Vol. 50, No. 1, February 2008, pp. 8-14. Higdon, D., Gattiker, J., Williams, B., and Nakleh, B. (2008). “A Bayesian Calibration Approach to the Thermal Problem,” Journal of Computer Methods in Applied Mechanics and Engineering, Vol. 197, Issue 29-32, May 1, 2008, pp. 2431-2441. Huzurbazar, A.V., Briand, D., and Cranwell, R.M. (2008). “Statistical reliability with applications to defense.” In Reliability Engineering Advances, Hayworth, G. (ed.). USA: Nova Science Publishers. Ozol-Godfrey, A., Anderson-Cook, C., and Robinson, T. (2008). “Fraction of design space plots for generalized linear models,” Journal of Statistical Planning and Inference, Vol. 138, Issue 1, January 1, 2008, pp. 203-219. Parker, P.A., Anderson-Cook, C.M., Robinson, T.J., and Liang, L. (2008). “Robust Split-Plot Designs” Quality and Reliability Engineering International, 24 107-121. Pickle, S., Robinson, T., Birch, J., and Anderson-Cook, C. (2008). “A semi-parametric approach to robust parameter design,” Journal of Statistical Planning and Inference, Vol. 138, Issue 1, January 1, 2008, pp. 114-131. Reese, C.S., Deininger, P., Hamada, M.S., and Krabill, R., "Exploring the Statistical Advantages of Nondestructive Evaluation Over Destructive Testing," to appear in Journal of Quality Technology, 40, 259-267 (2008). Vardeman, S., Hamada, S., Burr, T., Wendelberger, J., Moore, L., Morris, M., Wu, H., and Jobe, J. (2009). “Elementary Statistical Methods and Measurement,” LA-UR-09-02208, submitted to The American Statistician. Weaver, B.P., and Hamada, M.S., "A Bayesian Approach to the Analysis of Industrial Experiments: an Illustration with Binomial Count Data," to appear in Quality Engineering, 20, 269-280 (2008). Wilson, A.G., Huzurbazar, A. V., and Sentz, K. (2008). “The Imprecise Dirichlet Model for Multilevel System Reliability,” Journal of Statistical Theory and Practice, invited paper for Special Issue on Imprecision, accepted for publication.
2. List of documented unclassified (LA-UR) internal reports. Anderson-Cook, C., and Robinson, T., "A Designed Screening Study with Prespecified Combinations of Factor Settings," LA-UR-09-0030, January, 2009. Wendelberger, J., "Quantifying Uncertainty in Material Aging Problems," LA-UR-09-0090, January, 2009. Haertling, C., and Picard, R., "B61 Canned Subassembly Lifetime Assessment -- FY08," LA-UR-14398, 2009. Picard, R., Fugate, M., and Prochnow, D., ``Forensic Characterization of Excess Plutonium Intended for Use in MOX Fuel Fabrication,'' LA-CP-09-1254, 2009. Picard, R., Rau, J., Hemphill, G., Wendelberger, J., Lillard, J., and Jachimowski, T., ``Gas Production in Accelerated Aging Experiments,'' LA-CP-09-01178, 2009. Williams, B. J., Picard, R. R., Thomas, V. A., and Chiravalle, V. P., ``The Trouble with `The Trouble with UQ': A Defense of Formal Statistical Uncertainty Quantification Methodology,'' LA-UR-09-02292, 2009. Picard, R., Hemphill, G., Wendelberger, J., and Lillard, J., "Statistical Modeling of Accelerated Gas Production,'' LA-CP-09-00089, 2009. Hamada, M., and Higdon, D., "Illustrating the Future Prediction of Performance Based on Computer Code, Physical Experiments and Critical Performance Parameters Samples," LA-UR-09-0416, January, 2009. Burr, T., Hamada, M., and Howell, J., "Measurements Error Modeling and Simulation in Solution Monitoring," LA-UR-09-0506, January, 2009. Burr, T., Longo, C., Howell, J., and Suzuki, M., "Change Detection in Solution Monitoring for Safeguards," LA-UR-09-0507, January, 2009. Lawrence, E., Liu, C., Vander Wiel, S., and Zhang, J., "A New Method for Multinomial Inference Using Dempster-Shafter Theory," LA-UR-09-0735, February, 2009. Anderson-Cook, C., and Klamann, R., "Features Added in New Release of SRFYDO-Feb. 2009," LA-UR-09-1251, February, 2009. Anderson-Cook, C., and Lawrence, E., "Augmenting System Reliability Analyses with Observation Priors," LA-UR-09-1252, February, 2009. Hamada, M., Graves, T., and Anderson-Cook, C., "Study of Zhang-Meeker Approach for Resource Allocation," LA-UR-09-1960, March, 2009. Hamada, M., Moore, L., Burr, T., Wendelberger, J., Vardeman, S., Morris, M., Wu, H., and Jobe, J., "Elementary Statistical Methods and Measurement," LA-UR-09-2208, January, 2009. Anderson-Cook, C., Rong, P., Monroe, E., Montgomery, D., and Borrow, C., "A Generalized Linear Model Approach to Designing Accelerated Life Test Experiments," LA-UR-09-2209, April, 2009. Burr, T., and Howell, J., "Modeling and Simulation for Nuclear Material Accounting and Process Monitoring for Safeguards," LA-UR-09-2210, April, 2009. Vander Wiel, S., and Hogden, J., "Fly's Eye Data Analysis: Engineering Notes," LA-UR-09-2407, April, 2009. Huzurbazar, A., "Fourier-series inversion of emperical Laplace transforms," LA-UR-09-3450, June, 2009. Higdon, D., "A Literature Review for the Statistical Evaluation of Computer Models," LA-UR-09-4064, June, 2009. Anderson-Cook, C., and Pintar, A., "A Prediction-Based Model Selection Approach for Assessing Reliability," LA-UR-09-4293, July, 2009. Anderson-Cook, C., Opportunities and Issues in Multiple Data Type Meta-Analyses," LA-UR-09-4282, July, 2009. Wendelberger, J., "Statistical Design of a Uranium Corrosion Experiment," LA-UR-09-4373, July, 2009. Moore, L., Wendelberger, J., and Wang, L., "Experiment Planning for an X-ray Material Study," LA-UR-09-4455, July, 2009. Anderson-Cook, C., Pan, R., Monroe, E., Montgomery, D., and Borror, C., "Sensitivity Analysis of Optimal Design for Accelerated Life Testing," LA-UR-09-4766, July, 2009. Vander Wiel, S., Wilson, A., Graves, T., and Reese, C.S., "A Random Onset Model for Degradation of High-Reliability Systems," LA-UR-09-4667, July, 2009. Vander Wiel, S., Wilson, A., Graves, T., and Reese, C.S., "A Random Onset Model for Degradation of High-Reliability Systems," LA-UR-09-4731, July, 2009. Burr, T., "Potential Impact of Computer Model Bias on Multi-Isotope Monitoring Systems Prediction for Nuclear Safeguards," Vander Wiel, S., Wilson, A., Graves, T., and Reese, C.S., "A Random Onset Model for Degradation of High-Reliability Systems," LA-UR-09-5188, August, 2009. Lu, L., and Anderson-Cook, C., "Prediction of Reliability of an Arbitrary System from a Finite Population," LA-UR-09-5477, August, 2009. Anderson-Cook, C., Fugate, M., Gattiker, J., Higdon, D., Lawrence, E., Myers, K., Moore, L., Vander Wiel, S., and Williams, B., "Resource Allocation Methodology and Example for Analysis Combining Physical Data with Computer Simulations," LA-UR-09-5816, September, 2009. Anderson-Cook, C., Hamada, M., Huzurbazar, A., Wilson, A., Fatherley, Q., "B-61 Subsystem Resource Allocation Case Study," LA-UR-09-5932, September, 2009. Burr, T., Solution Monitoring Scoring Systems," LA-UR-09-6000, September, 2009. Burr, T., Howell, J., and Ehinger, M., "Adding Realistic Effects to Simulated Solution Monitoring Data," LA-UR-09-6001, September, 2009. Burr, T., "Example Effects of Computer Model Bias on Multi-Isotope Monitoring System Prediction," LA-UR-09-6002, September, 2009. Anderson-Cook, C., Morzinski, J., and Klamann, R., "SRFYDO Technical Manual," LA-UR-09-6270, September, 2009.
Kelly, E., Hoffman, J., Wiedlea, A., and Smith, P., "Risk-Based Prioritization for Nuclear Material Repacking--An Approach Combing Decision and Statistical Science," LA-UR-08-0048, January, 2008. Chapman, J., Morris, M., and Anderson-Cook, C., "Computationally Efficient Resource Allocation for Complex System Reliability Studies," LA-UR-08-0217, January, 2008. Anderson-Cook, C., Book review of "Modern Engineering Statistics," LA-UR-08-0234, January, 2008. Wilson, A., "Statistical Challenges from Science-Based Stockpile Stewardship," LA-UR-08-0228, January, 2008. Burr, T., Michalak, S., and Picard, R., "Statistical Challenges in BioSurveillance," LA-UR-08-0407, January, 2008. Anderson-Cook, C., Graves, T., and Hamada, M., Sequential Design for Analysis Involving Several Types of Data, LA-UR-08-0451, January, 2008. Huzurbazar, A., Slides in Support of Sandia National Laboratories' B-61 Reliability Meeting," LA-UR-08-0536, January, 2008. Burr, T., Ehinger, M, and Howell, J., "Reducing Inspector Uncertainty via Solution Monitoring," LA-UR-08-0574, January, 2008. Burr, T., and Hamada, M., "Choosing the Number of Repeats when Characterizing an Isotope Identification Algorithm," LA-UR-08-0575, January, 2008. Burr, T., Kuhn, K., Tandon, L., and Tompkins, D., Measurement Performance Assessment of Destructive Analysis Methods using Sample Exchange," LA-UR-08-0576, January, 2008. Burr, T., Garner, S., Hengartner, N., and Myers, S., "Smoothing Spectra Data," LA-UR-08-0577, January, 2008. Huzurbazar, A., and Williams, B., "Incorporating Covariates in Flowgraph Models: Applications to Recurrent Event Data," LA-UR-08-0578, January, 2008. Huzurbazar, A., and Anderson-Cook, C., "Incorporating System Reliability Estimates into Prognostics and Health Management (PHM)," LA-UR-08-0579, January, 2008. Wendelberg, J., "Statistical Issues in Cybersecurity," LA-UR-08-0633, January, 2008. Wendelberger, J., "Statistical Design and Analysis of Corrosion Experiments," LA-UR-08-0634, January, 2008. Michalak, S., "SELSE Reviews," LA-UR-08-0635, January, 2008. Wilson, G., and Johnson, S., "Understanding and Control Through Systemization," LA-UR-08-0918, February, 2008. Hamada, M., "Bayesian Assessment of Repairable System Reliability and Availability," LA-UR-08-1001, February, 2008. Anderson-Cook, C., "Book Review: Optimum Experimental Design with SAS," LA-UR-08-1219, February, 2008. Anderson-Cook, C., "Munitions Stockpile Reliability Assessment Project 5-Year Plan for FY 2009-2012," LA-UR-08-0212, February, 2008. Burr, T., Myers, S., Garner, S., and Blackadar, J., "Choosing the number of repeat measurements in radio isotope identification performance testing," LA-UR-08-1764, March, 2008. Burr, T., and Chowell, G., "Daily Estimation of the Reproductive Number Rt in Structured and Unstructured Populations," LA-UR-08-2279, April, 2008. Huzurbazar, A., and Anderson-Cook, C., "Data-Driven Reliability Estimation for Prognostics Health Management," LA-UR-08-2609, April, 2008. Michalak, S., Hengartner, N., and Hamada, M., "Statistical Issues in Soft Error Rate Estimation," LA-UR-08-2661, April, 2008. Michalak, S., Conner, C., Dubois, A., Moore, L., "SDC Laboratory Testing Experimental Design and Hardware Techniques," LA-UR-08-2842, May, 2008. Myers, K., and Burr, T., "Exploring Continuous Profile Models for Radiation Portal Monitoring," LA-UR-08-3036, May, 2008. Anderson-Cook, C., "Evaluating the Series Structure Assumption for System Reliability," LA-UR-08-3521, May, 2008. Anderson-Cook, C., Graves, T., and Hamada, M., "Resource Allocation: Sequential Design for Analyses Involving Several Types of Data," LA-UR-08-3571, June, 2008. Burr, T., Ehinger, M., Howell, J., and Pomeroy, G., "Reducing Inspector Uncertainty via Solution Monitoring," LA-UR-08-3820, June, 2008. Burr, T., "Background Suppression Effects on Signal Estimation," LA-UR-08-4561, July, 2008. Anderson-Cook, C., Morris, M., and Chapman, J., "Computationally Efficient Resource Allocation for Complex System Reliability Studies," LA-UR-08-4744, July, 2008. Anderson-Cook, C., and Hamada, C., "Generating and Evaluating Designs for Experiments with Multi-level Factors," LA-UR-08-5256, August, 2008. Michalak, S., Hamada, M. and Hengartner, N., "Bayesian Inference for Interval-Censored Data with Random Unknown Endpoints: An Application to Soft Error Rate Estimation," LA-UR-08-5273, August, 2008. Anderson-Cook, Graves, T., and Hamada, M., "Resource Allocation for Reliability of a Complex System with Aging Components," LA-UR-08-5483, August, 2008. Graves, T., and Hamada, M., "Assessing System Reliability and Allocating Resources: A Bayesian Approach that Integrates Multi-level Data," LA-UR-08-5484, August, 2008. Graves, T., "UADAS/YATRAN Tutorial, Version 2008.2," LA-UR-08-5485, August, 2008. Anderson-Cook, C., and Pintar, A., "Model Selection from the Perspective of Prediction," LA-UR-08-5666, September, 2008. Anderson-Cook, C., "Calculating System Reliability with SRFYDO: A User Guide," LA-UR-08-6161, September, 2008. Picard, R., and Booth, T., "Ensuring Finite Moments in Monte Carlo Simulations via Iterated Ex Post Sampling," LA-UR-08-6204, September, 2008. Lawrence, E., Michailidis, G., and Nair, V., "Fast, Moment-Based Estimation Methods for Delay Network Tomography," LA-UR-08-6276, September, 2008. Burr, T., "Multivariate Statistical Process Monitoring Options for Solution Monitoring," LA-UR-08-6290, September, 2008. Burr, T., Hamada, M., Graves, T., and Myers, S., "Augmenting Real Data with Synthetic Data: an Application in Assessing Radio-Isotope Identification Algorithms," LA-UR-08-6291, September, 2008. Burr, T., "Measurement Error Modeling and Simulation for Solution Monitoring," LA-UR-08-6399, October, 2008. Burr, T., Krebs, J., Pereira, C., and Regalbuto, M., "Process Monitoring for Strengthened Nuclear Safeguards: Assessment of the Ability of Computational Tools to Detect Deviations," LA-UR-08-6400, October, 2008. Burr, T., Boyer, B., Demuth, S., and Geist, W., "Figures of Merit for Safeguards at Gas Centrifuge Enrichment Facilities," LA-UR-08-6468, October, 2008. Graves, T., Anderson-Cook, C., and Hamada, M., "Reliability Models for Almost-Series and Almost-Parallel Systems," LA-UR-08-6837, October, 2008. Burr, T., "Phylogenetic Trees in Bioinformatics," LA-UR-08-6992, October, 2008. Anderson-Cook, C., "Uncertainty: Do We Really Understand It?" LA-UR-08-7455, November, 2008. Wendelberger, J., "Thriving, Not Just Surviving, as a Statistician," LA-UR-08-7471, November, 2008. Higdon, D., Anderson-Cook, C, Gattiker, J,, Huzurbazar, A., Moore, L., Picard, R., Press, W., Wallstrom, T., Williams, B., and Nelson, R., ``QMU for Advanced Certification: Identifying Existing Limitations with Discussion of Solution Strategies,'' LA-UR-08-06887, 2008.
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