Publications

1. Pal, B.K. and V. Roshan Joseph (1998) “Developing Objective Strategies for Monitoring Multi-Input/Single-Output Chemical Process”. Quality Improvement Through Statistical Methods (Ed. Abraham, B.), Birkhauser, Boston, 151-162.
2. Maruthi, B.N. and V. Roshan Joseph (1999) “Improving the Yield of Printed Circuit Boards Using Design of Experiments”. Quality Engineering 12, 259-265.
3. V. Roshan Joseph (2000) “Experimental Sequence- A Decision Strategy”. Quality Engineering 12, 387-393.
4. V. Roshan Joseph (2001) “Optimum Setting for a Parameter Operating Under Trend”. Recent Developments in Operational Research (Eds. Agarwal, M. L. and Sen, K.), Narosa Publishing House, New Delhi, 163-168.
5. V. Roshan Joseph and Adya, H. (2001) “Prediction of Yield in a Multi-Product Batch Production Environment”. Quality Engineering 14, 153-159.
6. Rao, K.G. and V. Roshan Joseph (2001) “Reduction of Testing Time of a Chemical Parameter Using Design of Experiments”. Quality Engineering 14, 299-303.
7. V. Roshan Joseph and Wu, C. F. J. (2002) “Robust Parameter Design of Multiple Target Systems”.  Technometrics 44, 338-346.
8. V. Roshan Joseph and Wu, C. F. J.  (2002) “Operating Window Experiments: A Novel Approach to Quality Improvement”.  Journal of Quality Technology 34, 345-354.
9. V. Roshan Joseph and Wu, C. F. J. (2002) “Performance Measures in Dynamic Parameter Design”. Journal of Japanese Quality Engineering Society 10, 82-86.
10. V. Roshan Joseph (2003) “Robust Parameter Design with Feed-Forward Control”. Technometrics 45, 284-292.
11. V. Roshan Joseph (2004) “Quality Loss Functions for Nonnegative Variables and Their Applications”.  Journal of Quality Technology 36, 129-138.
12. V. Roshan Joseph and Wu, C. F. J. (2004) “Failure Amplification Method: An Information Maximization Approach to Categorical Response Optimization” (with discussion). Technometrics 46, 1-31. (Jack Youden Prize).
13. V. Roshan Joseph (2004) "Efficient Robbins-Monro Procedure for Binary Data". Biometrika 91, 461-470.
14. V. Roshan Joseph and Yu, I-T. (2006) “Reliability Improvement Experiments with Degradation Data”. IEEE Transactions on Reliability 55, 149-157.
15. V. Roshan Joseph (2006) “A Bayesian Approach to the Design and Analysis of Fractionated Experiments”. Technometrics 48, 219-229.
16. Qian, Z., Seepersad, C. C., V. Roshan Joseph, Allen, J. K., and Wu, C. F. J. (2006) “Building Surrogate Models Based on Detailed and Approximate Simulations”. ASME Journal of Mechanical Design 128, 668-677.
17. V. Roshan Joseph (2006) "Limit Kriging". Technometrics 48, 458-466.
18. V. Roshan Joseph and Delaney, J. D. (2007) "Functionally Induced Priors for the Analysis of Experiments". Technometrics 49, 1-11.
19. V. Roshan Joseph (2007) “Taguchi's Approach to Robust Parameter Design: A New Perspective”. IIE Transactions-Quality and Reliability Engineering 39, 805-810.
20. V. Roshan Joseph, Tian, Y., and Wu, C. F. J. (2007) “Adaptive Designs for Stochastic Root-Finding”. Statistica Sinica 17, 1549-1565.
21. Yuan, M., V. Roshan Joseph, and Lin, Y. (2007) "An Efficient Variable Selection Approach for Analyzing Designed Experiments". Technometrics 49, 430-439.
22. V. Roshan Joseph and Hung, Y. (2008) "Orthogonal-Maximin Latin Hypercube Designs". Statistica Sinica 18, 171-186. C++ code, Read me file.
23. V. Roshan Joseph. (2008) "Tolerance Design". Encyclopedia of Statistics in Quality and Reliability (Eds. Ruggeri, F., Kenett, R., and Faltin, F. W.), Wiley, 2014-2019.
24. V. Roshan Joseph and Yu, I-T. (2008) "Optimal Specifications for Degrading Characteristics". IIE Transactions-Quality and Reliability Engineering 40, 102-108. (Best Paper Award)
25. V. Roshan Joseph, Hung, Y., and Sudjianto, A. (2008) "Blind Kriging: A New Method for Developing Metamodels". ASME Journal of Mechanical Design 130, 031102-1-8. R code and data, MATLAB package.
26. Jeng, S. L., V. Roshan Joseph, and Wu, C. F. J. (2008) "Modeling and Optimization for Failure Amplification Method". Journal of Quality Technology 40, 128-139.
27. Dasgupta, T., Ma, C., V. Roshan Joseph, Wang, Z. L., Wu, C. F. J. (2008) "Statistical Modeling and Analysis for Robust Synthesis of Nanostructures". Journal of the American Statistical Association 103, 594-603. data
28. V. Roshan Joseph and Delaney, J. D. (2008) "Analysis of Optimization Experiments". Journal of Quality Technology 40, 282-298.
29. V. Roshan Joseph, Ai, M., and Wu, C. F. J. (2009) "Bayesian-Inspired Minimum Aberration Two- and Four-Level Designs", Biometrika, 96, 95-106.
30. Deng, X., V. Roshan Joseph, Sudjianto, A., and Wu, C. F. J. (2009) "Active Learning via Sequential Designs with Applications to Detecting Money Laundering". Journal of the American Statistical Association, 104, 969-981.
31. V. Roshan Joseph and Melkote, S. N. (2009) "Statistical Adjustments to Engineering Models". Journal of Quality Technology, 41, 362-375. Slides of JQT invited talk at FTC 2009.
32. Ai, M., Kang, L., and V. Roshan Joseph. (2009) "Bayesian Optimal Blocking of Factorial Designs". Journal of Statistical Planning and Inference, 139, 3319-3328.
33. Kang, L. and V. Roshan Joseph. (2009) "Bayesian Optimal Single Arrays for Robust Parameter Design". Technometrics, 51, 250-261.
34. Deng, X., V. Roshan Joseph, Mai, W., Wang, Z. L., and Wu, C. F. J. (2009) "A Statistical Approach to Quantifying Elastic Deformation of Nanomaterials". Proceedings of the National Academy of Sciences, 106, 11845-11850.
35. Hung, Y., V. Roshan Joseph, and Melkote, S. N. (2009) "Design and Analysis of Computer Experiments with Branching and Nested Factors". Technometrics, 51, 354-365.
36. Yuan, M., V. Roshan Joseph, and Zou, H. (2009) "Structured Variable Selection and Estimation". Annals of Applied Statistics, 3, 1738-1757.
37. Ozkaya, E., Keskinocak, P., V. Roshan Joseph, and Weight, R. (2010) "Estimating and Benchmarking Less-Than-Truckload (LTL) Market Rates". Transportation Research-Part E, 46, 667-682.
38. Song, J., Xie, H., Wu, W., V. Roshan Joseph, Wu, C. F. J., and Wang, Z. L. (2010) “Robust Optimization of the Output Voltage of Nanogenerators by Statistical Design of Experiments”. Nanoresearch 3, 613-619.
39. Dasgupta, T., Weintraub, B., and V. Roshan Joseph. (2011) “A Physical-Statistical Model for Density Control of Nanowires”. IIE Transactions-Quality and Reliability Engineering, 43, 233-241.
40. Yu, I.-T. and V. Roshan Joseph. (2011) "Bayesian Process Optimization Using Failure Amplification Method". Applied Stochastic Models in Business and Industry, 27, 402-409.
41. Singh, R., V. Roshan Joseph, and Melkote, S. N. (2011) "A Statistical Approach to the Optimization of a Laser-Assisted Micromachining Process". International Journal of Advanced Manufacturing Technology, 53, 221-230.
42. Kang, L., V. Roshan Joseph, and Brenneman, W. (2011) “Design and Modeling Strategies for Mixture-of-Mixture Experiments”. Technometrics, 53, 125-136.
43. V. Roshan Joseph and Kang, L. (2011) "Regression-Based Inverse Distance Weighting with Applications to Computer Experiments". Technometrics, 53, 254-265.
44. Ba, S. and V. Roshan Joseph. (2011) "Multi-Layer Designs for Computer Experiments". Journal of the American Statistical Association, 106, 1139-1149.
45. V. Roshan Joseph (2012) "Bayesian Computation Using Design of Experiments-based Interpolation Technique". Technometrics, to appear with discussions.

    Submitted

1. V. Roshan Joseph, Dasgupta, T., Wu, C. F. J. "Minimum Energy Designs: From Nanostructure Synthesis to Sequential Optimization".
2. Hung, Y., V. Roshan Joseph, and Melkote, S. N. "Analysis of Computer Experiments with Functional Response".
3. Chang, C.-J. and V. Roshan Joseph. "Model Calibration through Minimal Adjustments".
4. Ba, S. and V. Roshan Joseph. “Composite Gaussian Process Models for Emulating Expensive Functions”.
5. Xiong, S. and V. Roshan Joseph. “Regression with Outlier Shrinkage”.
6. Plumlee, M., Jin, R., V. Roshan Joseph, and Shi, J. “Semi-Parametric Profile Modeling with Applications to Si Wafer Production”.
7. Ba, S., Jain, N., V. Roshan Joseph, and Singh, R. K. “Integrating Analytical Models with Finite Element Models: An Application in Micromachining”.
8. Kang, L. and V. Roshan Joseph. "Kernel Approximation: From Regression to Interpolation".