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Michael Scott Hamada

Michael Hamada

Expertise

Statistical Bounding

Reliability

Statistical Theory and Methods for Experimentation

Statistical Quality Control/Process Characterization

Bayesian Analysis

Measurement Data/Systems Analysis

Awards

Fellow of the American Statistical Association, 2000

American Statistical Association Q&P Section Gerald Hahn Quality and Productivity Achievement Award, 2014

 

Patents

H.F. Martz, M. Hamada, A.J. Koehler and E.C. Berg, Optimizing the Availability of a Buffered Industrial Process US 6,782,295, August 24, 2004.

M. Hamada, H.F. Martz, J.K. Eleswarpu and M.J. Preissler, System Level Analysis and Control of Manufacturing Process Variation US 6,901,308, May 31, 2005.

 

Publications

Updated 11.13.14

M.S. Hamada, B.L. Mitchell, and C.T. Necker. On uncertainty of a proportion from a stratified random sample of a small population. Los Alamos National Lab Technical Report LA-UR-13-29340 (2013).

Accepted by Journal of Applied Statistics. 

 

C.M. Anderson-Cook, T. Burr,  M.S. Hamada, B. Rutherford, E. Thomas. Overview of statistical challenges in experimental design and analysis for nuclear forensics. Accepted by Journal of Nuclear Materials Management (2014). 
 
M.S. Hamada, D.M. Higdon, J.  Abes, C. Hills, and A.M. Peters. Illustrating how science can be incorporated into a nonlinear regression model. Los Alamos National Lab Technical Report LA-UR-13-27828 (2013). Accepted by  Quality Engineering.  
 
M.S. Hamada and K.J. Ryan. The analysis of misclassified ordinal data from designed experiments
Los Alamos National Lab Technical Report LA-UR-14-27122 (2014). Accepted by  Quality and Reliability Engineering International.
 
M.S. Hamada and K.J. Ryan. Combined analysis of overlapping stratified random sample and simple random sample data. Los Alamos National Lab Technical Report LA-UR-14-25302 (2014).
Accepted by  Quality and Reliability Engineering International.
 
T. Burr and M.S. Hamada, Analyzing censored data in the analysis of multiplicative gauge R & R studies (2013). Accreditation and Quality Assurance, 19, 85-90 (2014).
 
T. Burr,  M.S. Hamada, L. Ticknor and B.P. Weaver, Model selection and change detection for a time-varying mean in process monitoring. Nuclear Instruments and Methods in Physics Research A, 751, 79-87 (2014).
 
M.S. Hamada, G.S. Hemphill and R.E. Hackenberg,  Combined analysis of accelerated fixed stress lab and varying stress field data. Los Alamos National Lab Technical Report LA-UR-13-21908 (2013).
Accepted by Quality Engineering.
 
M.S. Hamada. Impact and assessment of measurement systems that meet the 4:1 rule.
Los Alamos National Lab Technical Report  LA-UR-14-21696 (2014). Accepted by Quality and Reliability Engineering International.
 
R.R. Picard, M.S. Hamada, G.S. Hemphill and R.E. Hackenberg, Accounting for nonrandom sampling in nonlinear regression. Los Alamos National Lab Technical Report LA-UR-13-23370 (2013). Accepted by  Quality Engineering.
 
R. Lekivetz, R. Sitter, D. Bingham, M.S. Hamada, L.M. Moore and J. Wendelberger,
On algorithms for obtaining orthogonal and nearly-orthogonal Arrays, Los Alamos National Lab Technical Report LA-UR-12-00614 (2012). Accepted by Journal of Quality Technology.
 
M.S. Hamada and J.I. Abes, Statistical tests to validate predictive models. Los Alamos National Lab Technical Report LA-UR-13-29220 (2013). Accepted by Quality and Reliability Engineering International.
 
M.S. Hamada and A.A. Robertson, Inverting tolerance bounds for confidence on a specified proportion of a population meeting a specification. Los Alamos National Lab Technical Report  LA-UR-13-28003 (2013). Accepted by Journal of Quality Technology.
 
T. Burr and M.S. Hamada, Bayesian updating of material balances covariance matrices using training data,
International Journal of Prognostics and Health Management, 5, 1, 006 (13 pages) (2014).

T. Burr and M.S. Hamada, A multiplicative model for gauge R & R studies. Los Alamos National Lab Technical Report LA-UR-13-27589 (2013). Accepted by Quality Reliability Engineering International.

M.S. Hamada and R.L. Warr, Analyzing deficient response summaries from designed experiments, Quality Engineering, 26, 440-449 (2014).

C.D. Lin, C.M. Anderson-Cook, M.S. Hamada and L.M. Moore, Using genetic algorithms to design experiments: a review, Los Alamos National Lab Technical Report LA-UR-11-05462 (2011). Accepted by Quality and Reliability Engineering International.

T. Burr, M.S. Hamada, K. Myers, N. Hengartner, R. Picard, R., Data mining in radiation portal monitoring. International Journal of Research and Reviews in Applied Science, 17, November, 1-8 (2013).

R. Bierbaum, K. Diegert, M.S. Hamada, A. Huzurbazar and A. Robertson, Using statistical methods to assess a surveillance program.Quality Engineering, 26, 416-423 (2014).

T. Burr and M.S. Hamada, Smoothing and time series modeling of NMA data for protracted diversion detection. Nuclear Science and Engineering, 177, 307-320 (2014).

M.S. Hamada, A.G. Wilson, B.P. Weaver, R.W. Griffiths and H.F. Martz, Bayesian binomial assurance tests for system reliability using component data. Journal of Quality Technology, 46, 24-32 (2013).

S. Vardeman, M.S. Hamada, T. Burr, M. Morris, J. Wendelberger, M. Jobe, L. Moore and H. Wu, An introduction to statistical issues and methods in metrology for physical science and engineering. Journal of Quality Technology, 46, 33-62 (2013).

T. Burr, M.S. Hamada, J. Howell, M. Skurikhin, L. Ticknor and B. Weaver. Estimating alarm thresholds for process monitoring data under different assumptions about the data generating mechanism, Science and Technology of Nuclear Installations, Article ID 705878, 18 pages, DOI: 10.1155/2013/705878 (2013).

M.S. Hamada, E. Kelly and T. Buxton, Understanding the rule of 7: statistical properties for various sample sizes. Quality Engineering, 26, 285-289 (2014).

T. Burr and M.S. Hamada Revisiting Statistical Aspects of Nuclear Material Accounting. Science and Technology of Nuclear Installations, 2013, Article ID 961360, 15 pages, DOI:10.1155/2013/961360 (2013).

T. Burr, M.S. Hamada, K. Myers and M. Shurikhin, Point source detection using gamma ray spectra in radiation portal monitoring, Journal of Quality Technology, 45, 285-296 (2013).

T. Burr and M.S. Hamada, Data analysis in support of radiation portal monitoring. International Journal of Research and Reviews in Applied Sciences, 14, 1-16 (2013).

T. Burr and M.S. Hamada, Impacts of model fidelity on simulated gamma spectra in estimating nuclear safeguards systems performance, International Journal of Research and Reviews in Applied Sciences, 11, 10-30 (2012).

M.S. Hamada, A.G. Wilson, B.P. Weaver, R.W. Griffiths and H.F. Martz, Bayesian binomial assurance tests for system reliability using component data. Journal of Quality Technology, 46, 24-32 (2013).

S. Vardeman, M.S. Hamada, T. Burr, M. Morris, J. Wendelberger, M. Jobe, L. Moore and H. Wu, An introduction to statistical issues and methods in metrology for physical science and engineering. Journal of Quality Technology, 46, 33-62 (2013).

T. Burr, M.S. Hamada, J. Howell, M. Skurikhin, L. Ticknor and B. Weaver. Estimating alarm thresholds for process monitoring data under different assumptions about the data generating mechanism, Science and Technology of Nuclear Installations, Article ID 705878, 18 pages, DOI: 10.1155/2013/705878 (2013).

T. Burr and M.S. Hamada Revisiting Statistical Aspects of Nuclear Material Accounting. Science and Technology of Nuclear Installations, 2013, Article ID 961360, 15 pages, DOI:10.1155/2013/961360 (2013).

T. Burr, M.S. Hamada, K. Myers and M. Shurikhin, Point source detection using gamma ray spectra in radiation portal monitoring, Journal of Quality Technology, 45, 285-296 (2013).

T. Burr and M.S. Hamada, Data analysis in support of radiation portal monitoring. International Journal of Research and Reviews in Applied Sciences, 14, 1-16 (2013).

T. Burr and M.S. Hamada, Impacts of model fidelity on simulated gamma spectra in estimating nuclear safeguards systems performance, International Journal of Research and Reviews in Applied Sciences, 11, 10-30 (2012).

C.M. Anderson-Cook and M.S. Hamada, A discussion of “Screening strategies in the presence of interactions” by D. Dragulgic, D.C. Woods, A.M. Dean, S.M. Lewis and A.E. Vine, Technometrics,56, 16–19 (2014).

M.S. Hamada, A.G. Wilson, B.P. Weaver, R.W. Griffiths and H.F. Martz, Bayesian binomial assurance tests for system reliability using component data. Journal of Quality Technology, 46, 24-32 (2013).

S. Vardeman, M.S. Hamada, T. Burr, M. Morris, J. Wendelberger, M. Jobe, L. Moore and H. Wu, An introduction to statistical issues and methods in metrology for physical science and engineering. Journal of Quality Technology, 46, 33-62 (2013).

T. Burr, M.S. Hamada, J. Howell, M. Skurikhin, L. Ticknor and B. Weaver. Estimating alarm thresholds for process monitoring data under different assumptions about the data generating mechanism, Science and Technology of Nuclear Installations, Article ID 705878, 18 pages, DOI: 10.1155/2013/705878 (2013).

M.S. Hamada, E. Kelly and T. Buxton, Understanding the rule of 7: statistical properties for various sample sizes. Accepted by Quality Engineering (2013).

T. Burr and M.S. Hamada Revisiting Statistical Aspects of Nuclear Material Accounting. Science and Technology of Nuclear Installations, 2013, Article ID 961360, 15 pages, DOI:10.1155/2013/961360 (2013).

T. Burr, M.S. Hamada, K. Myers and M. Shurikhin, Point source detection using gamma ray spectra in radiation portal monitoring, Journal of Quality Technology, 45, 285-296 (2013).

T. Burr and M.S. Hamada, Data analysis in support of radiation portal monitoring. International Journal of Research and Reviews in Applied Sciences, 14, 1-16 (2013).

T. Burr and M.S. Hamada, Impacts of model fidelity on simulated gamma spectra in estimating nuclear safeguards systems performance, International Journal of Research and Reviews in Applied Sciences, 11, 10-30 (2012).

T. Burr and M.S. Hamada, Case study in combining physical and computer experiments. Global Journal of Science Frontiers, 12, 1-7 (2012).

Burr, T., Hamada, M.S., Skurikhin, M., and Weaver, B., "Pattern Recognition Options to Combine Process Monitoring and Material Accounting Data In Nuclear Safeguards," Statistics Research Letters, 1, 6-31 (2012).

Michalak, S., Hamada, M.S., and Hengartner, N., "Analysis of Interval-censored Data with Random Unknown Endpoints: an Application to Soft Error Rate Estimation," Journal of the Royal Statistical Society C, Series C, 62, 473-486 (2013).

Hamada, M.S., and Borror, C., "Analysis of Unreplicated Gauge R & R Studies," Quality Engineering, 24, 543-551 (2012).

Hamada, M.S., and Burr, T., "Moving Neutron Source Detection in Radiation Portal Monitoring," Technometrics, 55, 296-308 (2013).

Weaver, B.P., Hamada, M.S., Vardeman, S.B., and Wilson, A.G., "A Bayesian Approach to Measurement System Assessment," Quality Engineering, 24, 486-500 (2012).

Burr, T., Croft, S., Hamada, M.S., Vardeman, S.B., and Weaver, B.P., "Rounding Error Effects in the Presence of Underlying Measurement Error," Accreditation and Quality Assurance, DOI 10.1007/s00769-012-0902-6 (2012).

Hamada, C.A., and Hamada, M.S., "Illustrating the Practice of Statistics as a Stepping Stone to Statistical Engineering," Quality Engineering, 24, 184-192 (2012).

Hamada, Lohr, S., Hamada, C.A., and Burr, T., " Estimating a Proportion from Repeated Sampling of a Growing Population: an Application of Survey Sampling Methodology," Quality Engineering, 25, 108-117 (2013). 

Burr, T., Hamada, M.S., Howell, J., and Suzuki, M., "Loss Detection Results on Simulated Tank Data Modified by Realistic Effects," Journal of Nuclear Science and Technology, 49, 209-221 (2012).

Burr, T., and Hamada, M.S., "Finding Test Statistic Thresholds Using Simulation and Model Fitting with an Application to Radiation Detection," Quality Engineering, 24, 400-403 (2012).

Bhat, K.S., Birdsell, S., and Hamada, M.S., "The Interplay Between Science and Statistics in Modeling Stress-strain Curve Data," Quality Engineering, 25, 11-22 (2012).

Picard, R., Burr, T., and Hamada, M.S., "Threshold Determination for Radiation Portal Monitoring," Technometrics,  55, 94-102 (2013). 

Robinson, T.J., Pintar, A.L., Anderson-Cook, C.M., and Hamada, M.S., "A Bayesian Approach to the Analysis of Split-plot Combined and Product Arrays and Optimization in Robust Parameter Design,"Journal of Quality Technology, 44, 304-320 (2012).

Burr, T., and Hamada, M.S., "Simultaneous Estimation of Computer Model Parameters and Model Bias,"Applied Radiation and Isotopes, 70, 1675-1684 (2012).

Burr, T., and Hamada, M.S., "Strengthened Nuclear Safeguards: a Statistical View in the Context of Combining Process Monitoring and Nuclear Material Accounting Data,"Journal of Nuclear Materials Management, 40, 115-129 (2012).

Burr, T., Budlong-Sylvester, K., Demuth, S., Hamada, M.S., Howell, J., and Suzuki, M.,"Estimating Alarm Thresholds and the Number of Components in Mixture Distributions,"Nuclear Institute and Methods in Physics Research, A, 40(4), 115-129 (2012).

Lu Lu, C.M. Anderson-Cook, B.S. Otieno, M.S. Hamada, "Metrics, Design and Analysis of Simulation Studies for Evaluating Directional Data Methods," Journal of Statistical Theory and Applications, 10, 115-142 (2011).

Reese, C.S., A.G. Wilson, J. Guo, M.S. Hamada and V. Johnson, "A Bayesian Model for Integrating Multiple Sources of Lifetime Information in System Reliability Assessments,"Journal of Quality Technology, 43, 127-141 (2011).

Ryan, K.R., M.S. Hamada and C.S. Reese, "A Bayesian Hierarchical Power Law Process Model for Supercomputer Reliability,"Journal of Quality Technology, 43, 209-223 (2011).

Burr, T., M.S. Hamada, J. Song and M. Wolinsky, "Special Topics in Pattern Recognition with Aapplications in Nonproliferation,"Perspectives in Pattern Recognition, Fournier, M.D., Ed., Nova Science Publishers, Inc. (2011).

Burr, T., S. Suzuki, J. Howell, C.E. Longo, and M.S. Hamada, "Signal Estimation and Change Detection in Tank Data for Nuclear Safeguards,"Nuclear Instrumentation and Methods in Physics Research, A, 640, 200-221 (2011).

Hamada, M.S., A.V. Huzurbazar, S. Vander Wiel and A.G. Wilson, "Assessing the Risks of Sampling Rates for Surveillance,"Quality Engineering, 23, 242-252 (2011).

Izraelevitz, A,. C.M. Anderson-Cook and M.S. Hamada, "Illustrating the Use of Statistical Experimental Design and Analysis for Multiresponse Prediction and Optimization,"Quality Engineering, 23, 265-277 (2011).

Burr, T., M.S. Hamada T.L. Cremers, B.P. Weaver, J. Howell, S. Croft, S.B. Vardeman, "Measurement Error Models and Variance Estimation in the Presence of Rounding Error Effects,"Accreditation and Quality Assurance, 16:347–359, DOI 10.1007/s00769-011-0791-0 (2011).

Burr, T,. M. Hamada, N. Hengartner, "Impact of Spectral Smoothing on Gamma Radiation Portal Alarm Probabilities,"Applied Radiation and Isotopes, 69, 1436-1446 (2011).

Burr, T,. M.S. Hamada and J. Howell, "Modeling and Simulation for Nuclear Material Accounting and Process Monitoring for Nuclear Safeguards,"International Journal of Research and Reviews in Applied Sciences, 8, 270-282 (2011).

Burr, T., Hamada, M.S., Graves, T.L., and Myers, S., "Augmenting Real Data with Synthetic Data: An Application in Assessing Radio-Isotope Identification Algorithm," Quality and Reliability Engineering International, 25, 899-911 (2009).

Graves, T.L., Anderson-Cook, C.M., and Hamada, M.S., "Reliability Models for Almost-Series and Almost-Parallel Systems," Technometrics, 52, 160-171 (2010).

Hamada, M.S., and Higdon, D.M., "Illustrating the Future Prediction of Performance Based on Computer Code, Physical Experiments, and Critical Performance Parameter Samples," Quality Engineering, 21, 05-415 (2009).

Vardeman, S., Wendelberger, J., Burr, T., Hamada, M.S., Moore, L.M., Jobe, J.M., Morris, M., and Wu, H., "Elementary Statistical Methods and Measurement Error," The American Statistician, 64, 46-51 (2010).

Graves, T.L., and Hamada, M.S., "Assessing System Reliability and Allocating Resources: A Bayesian Approcah that Integrates Multi-Level Data," International Journal of Quality, Statistics, and Reliability, http://www.hindawi.com/journals/ijqsr/2009/754896.html (2009).

Hamada, C.A., and Hamada, M.S., "All-Subsets Regression Under Effect Heredity Restrictions for Experimental Designs with Complex Aliasing," Quality and Reliability Engineering International 26, 75-81 (2010).

Burr, T., and Hamada, M.S., "Radio-Isotope Identification Algorithms for NaI Gamma Spectra," Algorithms, 2, 339-360 (2009).

Wendelberger, J., Moore, L.M., and Hamada, M.S., "Making Tradeoffs in Designing Scientific Experiments: A Case Study with Multi-level Factors," Quality Engineering, 21, 143-155 (2009).

Anderson-Cook, C., Graves, T.L., and Hamada, M.S., "Resource Allocation for Reliability of a Complex System with Aging Components," Quality and Reliability Engineering International 25, 481-494 (2009).

Robinson, T., Anderson-Cook, C., and Hamada, M.S., "Bayesian Analysis of Split-Plot Experiments with Non-Normal Responses for Evaluating Non-Standard Performance Criteria," Technometrics, 51, 56-65 (2009).

Hamada, M.S., Wilson, A.G., Reese, C.S., and Martz, H.F., "Bayesian Reliability," Springer (2008). More information at http://www.bayesianreliability.com

Graves, T., Hamada, M.S., Klamman, R.M., Koehler, A. and Martz, H.F., "Using Simultaneous Higher-level and Partial Lower-level Data in Reliability Assessments," Reliability Engineering and System Safety, 93, 1273-1279 (2008).

Weaver, B.P., and Hamada, M.S., "A Bayesian Approach to the Analysis of Industrial Experiments: an Illustration with Binomial Count Data," Quality Engineering, 20, 269-280 (2008).

Reese, C.S., Deininger, P., Hamada, M.S., and Krabill, R., "Exploring the Statistical Advantages of Nondestructive Evaluation Over Destructive Testing," Journal of Quality Technology, 40, 259-267 (2008).

E.J. Powell, M.S. Hamada, L.M. Moore and D.R. Powell, Distributions for case mortality rate based on historic pandemic influenza death rates. Proceedings of the 2008 Joint Statistical Meetings Section on Statistics in Epidemiology, 2691-2698 (2008). 
 
Steiner, S., Hamada, M., Giddings, B., Kutsyy, V., Mosesova, S. and Salloum, G.M., "A Robust Bubble Solution Via Mixture Experiments," Journal of Statistical Education, 15, 1 (2007). www.amstat.org/publications/jse/v15n1/steiner.html



Graves, T., Hamada, M., Booker, J., Decroix, M., Chilcoat, K. and Bowyer, C., "Estimating a Proportion Using Stratified Data Arising from Both Convenience and Random Samples," Technometrics, 49, 164-171 (2007). Won the 2007 Frank Wilcoxon Prize.



Graves, T., Hamada, M.S., Klamman, R.M., Koehler, A. and Martz, H.F., "A Fully Bayesian Approach for Combining Multi-level Information in Multi-state Fault Tree Quantification ," Reliability Engineering and System Safety, 92, 1476-1483 (2007).



Anderson-Cook, C., Graves, T., Hamada, M.S., Hengartner, N., Johnson, V., Reese, C.S. and Wilson, A.G., "Bayesian Stockpile Reliability Methodology for Complex Systems with Application to a Munitions Stockpile," Military Operations Research Journal, 12, 25-37 (2007).



Wilson, A.G., Graves, T., Hamada, M.S. and Reese, C.S., "Advances in Data Combination and Collection for System Reliability Assessment," Statistical Science, 21, 514-531 (2006).



Booker, J., Ross, T., Hamada, M.S., Reardon, B., Dolin, R., Faust, C. and Najera, L., "Engineering Index: an Engineering Certification Qualification Metric," Military Operations Research Journal, 11, 27-44 (2006).



Coons, J.E., McKay, M.D. and Hamada, M.S., "A Bayesian Analysis of Compression Set and Stress-Strain Behavior in a Thermally Aged Silicone Foam," Polymer Degradation and Stability, 91, 1824-1836 (2006).



Hamada, M.S., Martz, H.F., Koehler, A. and Berg, E., "Optimizing the Availability of a Buffered Industrial Manufacturing Process," Reliability Engineering and System Safety, 91, 1039-1048 (2006).



Graves, T.L. and Hamada, M.S., "Biased Reduced Sampling: Detectability of an Attribute and Estimation of Prevalence," Quality and Reliability Engineering International, 22, 385-392 (2006).



Graves, T.L. and Hamada, M.S., "Bayesian Methods for Assessing System Reliability: Models and Computation," chapter in Modern Statistical and Mathematical Methods in Reliability, World Scientific Publishing Company (2005).



Graves, T.L. and Hamada, M.S., "Making Inferences with Indirect Measurements, Quality Engineering, 17, 555-559 (2005).



Hamada, M.S., "Using Degradation Data to Assess Reliability," Quality Engineering, 17, 615-620 (2005). 

Hamada, M.S., Martz, H.F. and Steiner, S., "Accounting for Mixing Errors in Analyzing Mixture Experiments," Journal of Quality Technology, 37, 139-148 (2005).



Reese, C.S., Hamada, M.S. and Robinson, D., "Assessing System Reliability by Combining Multilevel Data from Different Test Modalities," Quality Technology and Quantitative Management, 2, 177-188 (2005).



Hamada, M.S., Johnson, V., Moore, L.M. and Wendelberger J., "Bayesian Prediction Intervals and their Relationship with Tolerance Intervals," Technometrics, 46, 452-459 (2004).



Hamada, M.S., Martz, H., Reese, C.S., Graves, T., Johnson, V. and Wilson, A.G., "A Fully Bayesian Approach for Combining Multilevel Failure Information in Fault Tree Quantification and Optimal Follow-on Resource Allocation," Reliability Engineering and System Safety, 86, 297-305 (2004).



Hamada, M.S. and Sitter, R., "Statistical Research: Some Advice to Beginners," The American Statistician," 58, 93-101, discussion and response, 58, 196-202 (2004).



Reese, C.S., Wilson, A.G., Hamada, M.S. and Martz, H.F., "Integrated Analysis of Computer and Physical Experiments," Technometrics, 46, 153-164 (2004).



Wilson, A., Hamada, M.S. and Xu, M., "A Bayesian Approach for Determining Production Performance and Release Specifications in the Presence of Measurement Error," Journal of Quality Technology, 36, 193-206 (2004).



Hamada, M.S., "On Tolerance Interval Control Limits for Xbar, R and S Charts," Quality Engineering, 15:471-487 (2003).


Hamada, M.S., "The Advantages of Continuous Measurements Over Pass/Fail Data," Quality Engineering, 15:253-258 (2002-03).



Hamada, M.S., Pohl, A., Spiegelman, C. and Wendelberger, J., "A Bayesian Approach to Calibration Intervals and Properly Calibrated Tolerance Intervals," Journal of Quality Technology, 35:194-205 (2003).



Johnson, V., Graves, T., Hamada, M. and Reese, C.S., "A Hierarchical Model for Estimating the Reliability of Complex Systems (with discussion)," Bayesian Statistics 7, Oxford University Press, Eds. J.M. Bernardo, M.J. Bayarri, J. Berger, A.P. Dawid, D. Heckerman, A.F.M. Smith, and M. West, 199-213 (2003).



Martz, H.F. and Hamada, M.S., "Uncertainty in Counts and Operating Time in Estimating Poisson Occurrence Rates," Reliability Engineering and System Safety, 80, 75-79 (2003).



Nair, V.N., Escobar L. and Hamada, M.S., "Design and Analysis of Experiments for Reliability Assessment and Improvement,"Mathematical Reliability: An Expository Perspective, Kluwer Academic Publishers, R. Soyer, T. Mazzuchi and N. Sinpurwalla (2003).



Wilson, A.G., Reese, C.S., Hamada, M.S. and Martz H.F., "Integrated Analysis of Computer and Physical Experimental Lifetime Data," Chapter in Mathematical Reliability; An Expository Perspective, Kluwer Academic Publishers, Eds. R. Soyer, T. Mazzuchi and N. Singpurwalla (2003).



Hamada, M.S., "Bayesian Tolerance Interval Control Limits for Attributes," Quality and Reliability Engineering International, 18, 45-52 (2002).



Chiao, C.H. and Hamada, M.S., "Experiments with Degradation Data for Improving Reliability and for Achieving Robust Reliability," Quality and Reliability Engineering International, 17, 333-344 (2001).



Chiao, C.H. and Hamada, M.S., "Analysis of Experiments with Correlated Multiple Responses," Journal of Quality Technology, 33, 451-465 (2001).



Hamada, M.S., "Coupling Bayesian Inference and Monte Carlo Methods in Error Propagation," Quality Engineering, 14, 293-299 (2001-02).



Hamada, M.S., Martz, H.M., Reese, C.S. and Wilson, A.G., "Finding Near-Optimal Bayesian Experimental Designs via Genetic Algorithms," The American Statistician, 55, 175-181 (2001).



Ye, K., Unreplicated Factorial Designs," Journal of Quality Technology, 33, 140-152 (2001).



Hamada, M.S. and Weerahandi, S., "Measurement System Assessment Via Generalized Inference," Journal of Quality Technology, 32, 241-253 (2000).



Wu, C.F.J. and Hamada, M.S., "Experiments: Planning, Analysis and Parameter Design Optimization," John Wiley and Sons, Inc. (2000).
Won the John Wiley and Sons 2000 Award in Statistics and Probability for excellence and innovation.  Also (2009). More information at http://www.isye.gatech.edu/~jeffwu/book/



Ye, K. and Hamada, M.S., "Critical Values of the Lenth Method for Unreplicated Factorial Designs," Journal of Quality Technology, 32, 57-66 (2000).



Dalal, S., Hamada, M.S. and Wang, T.J., "How to Improve Performance of Software Systems: A Methodology and a Case Study for Tuning Performance," Annals of Software Engineering, 8, 53-84 (1999).



Hamada, M.S., Martz, H.F., Koehler, A. and Berg, E., "Optimizing the Availability of a Buffered Industrial Manufacturing Process," Reliability Engineering and System Safety, 91, 1039-1048 (1999).



Hamada, M.S. and Balakrishnan, N., "Analyzing Unreplicated Factorial Experiments: A Review with Some New Proposals (with discussion)," Statistica Sinica, 8, 1-41 (1998).



Hamada, M.S. and Nelder, J.A., "Generalized Linear Models for Quality-Improvement Experiments," Journal of Quality Technology, 29, 292-304 (1997).



Steiner, S. and Hamada, M.S., "Making Mixtures Robust to Noise Factors and Measurement Errors," Journal of Quality Technology, 29, 441-450 (1997).



Chipman, H., Hamada, M.S. and Wu, C.F.J., "A Bayesian Variable Selection Approach for Analyzing Designed Experiments with Complex Aliasing," Technometrics, 39, 372-381 (1997).



Chipman, H. and Hamada, M.S., "A Bayesian Approach for Analyzing Ordinal Data from Industrial Experiments," Technometrics, 38, 1-10 (1996).

H. Chipman and M. Hamada, Factor-based or effect-based modeling? implications for design.
A discussion of ``Follow-up designs to resolve confounding in multi-factor experiments" by D. Meyer, D. Steinberg and G. Box. Technometrics, 38, 317-320 (1996). 
 
M. Schonlau, M. Hamada and W.J. Welch, Nonparametric function-fitting to suggest nonlinear parametric
models. 1995 Proceedings of the American Statistical Association Section on Physical and Engineering Sciences, 262-267 (1995).

M. Hamada and S.K. Tse, The existence of maximum likelihood estimates from designed experiments. Journal of Quality Technology, 28, 244–254 (1996).

Chiao, C.H. and Hamada, M.S., "Using Degradation Data from an Experiment to Achieve Robust Reliability for Light Emitting Diodes," Quality and Reliability Engineering International, 12, 89-94 (1996).



Tseng, S.T., Hamada, M.S. and Chiao, C.H., "Using Degradation Data to Improve Fluorescent Lamp Reliability," Journal of Quality Technology, 27, 363-369 (1995).



Hamada, M.S. and Wu, C.F.J., "Analysis of Censored Data from Fractionated Experiments: A Bayesian Approach," Journal of the American Statistical Association, 90, 467-477 (1995).



Meeker, W.Q. and Hamada, M.S., "Statistical Tools for Aiding the Rapid Development and Evaluation of Highly Reliable Products," IEEE Transactions on Reliability, 44, 187-198 (1995).



Hamada, M.S., "Using Statistically Designed Experiments to Improve Reliability and to Achieve Robust Reliability," IEEE Transactions on Reliability, 44, 206-215 (1995).

M. Hamada, Analysis of experiments for reliability improvement and robust reliability in Recent Advances in Life-Testing and Reliability, (N. Balakrishnan, Ed.), CRC Press: Boca Raton, 155–172 (1995).

M. Hamada and C.F.J. Wu, The treatment of related experimental factors by sliding levels. Journal of Quality Technology, 27, 45–55 (1995).

Gentleman, R., Hamada, M.S., Matthews, D.E. and Wilson, A.R., "Statistical Quality Control of HIV-1 ELISA Test Performance," Journal of the American Statistical Association, 89, 1200-1208 (1994).


Hamada, M.S., MacKay, R.J. and Whitney, J.B., "Continuous Process Improvement with Observational Studies, Journal of Quality Technology, 25, 77-84 (1993).



Taam, W. and Hamada, M.S., "Detecting Spatial Effects in Factorial Experiments: An Application in Integrated-Circuit Manufacturing," Technometrics, 35, 149-160 (1993).

M. Hamada, Reliability improvement via Taguchi’s robust design. Quality and Reliability Engineering International, 9, 7–13 (1993).

Hamada, M.S. and Wu, C.F.J., "Analyzing Designed Experiments with Complex Aliasing, Journal of Quality Technology, 24, 30-37 (1992). Won the 1992 ASQC Brumbaugh Award.

M. Hamada, An explanation and criticism of minute accumulating analysis. Journal of Quality Technology, 24, 70–77 (1992).

M. Hamada and S.K. Tse, On estimability problems in industrial experiments with censored data. Statistica Sinica, 2, 381–391 (1992).

M. Hamada, The costs of using incomplete exponential data. Journal of Statistical Planning and Inference, 27, 317–324 (1991).

M. Hamada and C.F.J. Wu, Analysis of censored data from highly fractionated experiments. Technometrics, 33, 25–38 (1991).

Hamada, M.S. and Wu, C.F.J., "A Critical Look at Accumulation Analysis and Related Methods," (with discussion) Technometrics, 32, 119-162 (1990). Won the 1990 Frank Wilcoxon Prize.

M. Hamada, The costs of using incomplete response data for the exponential regression model. Communications in Statistics - Theory and Methods, 18, 5, 1691–1714 (1989).

M. Hamada and S.K. Tse, A note on maximum likelihood estimation in regression models using interval censored data. Journal of the Royal Statistical Society, Series B, 50, 293–296 (1988).

M. Hamada and C.F.J. Wu, Should accumulation analysis and related methods be used for industrial experiments? A discussion of “Testing in industrial experiments with ordered categorical data” by V.N. Nair. Technometrics, 28, 302–306 (1986).