Experiments:
Planning, Analysis, and Optimization |

A Modern Theory of Factorial Design |

**C. F. J. Wu**(1973). A note on convergence rate of the strong law of large numbers.*Bulletin of the Institute of Mathematics, Academia Sinica*,**1**, 121-124.**C. F. J. Wu**(1978). Some algorithmic aspects of the theory of optimal designs.*Annals of Statistics*,**6**, 1286-1301.**C. F. J. Wu**and H. P. Wynn (1978). The convergence of general step-length algorithms for regular optimum design criteria.*Annals of Statistics*,**6**, 1273-1285.**C. F. J. Wu**(1978). Some iterative procedures for generating nonsingular optimal designs.*Communications in Statistics, Series A*,**7**, Special Issue on Optimal Design Theory, 1399-1412.**C. F. J. Wu**(1980). Characterizing the consistent directions of least squares estimates.*Annals of Statistics*,**8**, 789-801.**C. F. J. Wu**(1980). On some ordering properties of the generalized inverses of nonnegative definite matrices.*Linear Algebra and its Applications*,**32**, 49-60.- C. S. Cheng and
**C. F. J. Wu**(1981). Balanced repeated measurements designs.*Annals of Statistics*,**8**, 1272-1283. (Correction, 1983, Volume 11, 349). **C. F. J. Wu**(1981). Iterative construction of nearly balanced assignments I: categorical covariates.*Technometrics*,**23**, 37-44.- A. J. Scott and
**C. F. J. Wu**(1981). On the asymptotic distributions of ratio and regression estimators.*Journal of the American Statistical Association*,**76**, 98-102. - R. Bohrer, W. Chow, R. Faith, V. M. Joshi and
**C. F. J. Wu**(1981). Multiple decision rules for factorial simple effects: Bonferroni wins again!*Journal of the American Statistical Association*,**76**, 119-124. **C. F. J. Wu**(1981). Asymptotic theory of nonlinear least squares estimation.*Annals of Statistics*,**9**, 501-513.- C. S. Cheng and
**C. F. J. Wu**(1981). Nearly balanced incomplete block designs.*Biometrika*,**68**, 493-500. **C. F. J. Wu**(1981). On the robustness and efficiency of some randomized designs.*Annals of Statistics*,**9**, 1168-1177.**C. F. J. Wu**(1982). Estimation of variance of the ratio estimator.*Biometrika*,**69**, 183-189.**C. F. J. Wu**(1982). Some algorithms for concave regression and isotonic regression.*TIMS Studies in the Management Sciences*,**19**, (Optimization in Statistics) 105-116, North Holland.- L. Y. Deng and
**C. F. J. Wu**(1983). Estimation of variance of the ratio estimator: an empirical study.*Scientific Inference, Data Analysis, and Robustness*(G. E. P. Box et al., Ed.), 245-277, Academic Press. **C. F. J. Wu**(1983). On the convergence properties of the EM algorithm.*Annals of Statistics*,**11**, 95-103.- J. F. Soares and
**C. F. J. Wu**(1983). Some restricted randomization rules in sequential designs.*Communications in Statistics*,*Series A*,**12**, 2017-2034. - S. G. Wang and
**C. F. J. Wu**(1983). Further results on the consistent directions of least squares estimators.*Annals of Statistics*,**11**, 1257-1262. - C. Stepniak, S. G. Wang and
**C. F. J. Wu**(1984). Comparison of linear experiments with known covariances.*Annals of Statistics,***12**, 358-365. - S. G. Wang and
**C. F. J. Wu**(1984). Consistent directions of the least squares estimator in linear models.*Statistical Theory and Data Analysis*(K. Matusita, ed.), 763-782, North Holland. **C. F. J. Wu**(1984). Estimation in systematic sampling with supplementary observations.*Sankhyā, Series B*,**46**, 306-315.- J. F. Soares and
**C. F. J. Wu**(1985). Optimality of random allocation design for the control of accidental bias in sequential experiments.*Journal of Statistical Planning and Inference*,**11**, 81-87. **C. F. J. Wu**(1985). Variance estimation for the combined ratio and combined regression estimators.*Journal of the Royal Statistical Society*,*Series B*,**47**, 147-154.- Ping Cheng and
**C. F. J. Wu**(1985). Discussion of “Projection Pursuit” by P. J. Huber.*Annals of Statistics*,**13**, 490-493. - J. N. K. Rao and
**C. F. J. Wu**(1985). Inference from stratified samples: second order analysis of three methods for nonlinear statistics.*Journal of the American Statistical Association*,**80**, 620-630. **C. F. J. Wu**(1985). Efficient sequential designs with binary data.*Journal of the American Statistical Association*,**80**, 974-984.- T. Kariya and
**C. F. J. Wu**(1985). On the nonsingularity of principal submatrices of a random orthogonal matrix.*Journal of Statistical Planning and Inference*,**12**, 353-357. **C. F. J. Wu**(1985). Asymptotic inference from sequential design in a nonlinear situation.*Biometrika*,**72**, 553-558.- I. Ford, D. M. Titterington and
**C. F. J. Wu**(1985). Inference and sequential design.*Biometrika*,**72**, 545-551. **C. F. J. Wu**(1986). Maximum likelihood recursion and stochastic approximation in sequential designs.*Adaptive Statistical Procedures and Related Topics*(J. Van Ryzin, ed.), IMS Monograph Series,**8**, 298-313.- S. K. Tse and
**C. F. J. Wu**(1986). Comparison of the dichotomous and polytomous response models.*Journal of Statistical Planning and Inference*,**14**, 187-202. **C. F. J. Wu**(1986). Jackknife, bootstrap and other resampling methods in regression analysis (with discussion).*Annals of Statistics*,**14**, 1261-1350.- M. Hamada and
**C. F. J. Wu**(1986). 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. - L. Y. Deng and
**C. F. J. Wu**(1987). Estimation of variance of the regression estimator.*Journal of the American Statistical Association*,**82**, 568-576. - J. Shao and
**C. F. J. Wu**(1987). Heteroscedasticity-robustness of jackknife variance estimators in linear models.*Annals of Statistics*,**15**, 1563-1579. - G. Box, R. Kackar, V. Nair, M. Phadke, A. Shoemaker and
**C. F. J. Wu**(1988). Quality practice in Japan.*Quality Progress*, 37-41. **C. F. J. Wu**, D. Holt and D. Holmes (1988). On the effect of two-stage sampling on the*F*statistic.*Journal of the American Statistical Association*,**83**, 150-159.- J. N. K. Rao and
**C. F. J. Wu**(1988). Resampling inference with complex survey data.*Journal of the American Statistical Association*,**83**, 231-241. - J. Korvar, J. N. K. Rao and
**C. F. J. Wu**(1988). Bootstrap and other methods to measure errors in survey estimates.*Canadian Journal of Statistics*,**16**, Supplement, 25-45. - K. L. Tsui, N. Jewell and
**C. F. J. Wu**(1988). A nonparametric approach to the truncated regression problem.*Journal of the American Statistical Association*,**83**, 785-792. **C. F. J. Wu**(1988). Optimal design for percentile estimation of a quantal response curve.*Optimal Design and Analysis of Experiments*(Y. Dodge et al., Ed.) 213-223, North Holland.- R. J. Carroll,
**C. F. J. Wu**and D. Ruppert (1988). The effect of estimating weights in generalized least squares.*Journal of the American Statistical Association*,**83**, 1045-1054. - J. Shao and
**C. F. J. Wu**(1989). A general theory for jackknife variance estimation.*Annals of Statistics*,**17**, 1176-1197. **C. F. J. Wu**(1989). Construction of designs via a grouping scheme.*Annals of Statistics*,**17**, 1880-1885.- M. Hamada and
**C. F. J. Wu**(1990). A critical look at accumulation analysis and related methods.*Technometrics*,**32**, 119-162. (discussion paper)(winner of the Frank Wilcoxon Prize). - S. S. Mao, F. S. Ma, and
**C. F. J. Wu**(1990). Sequential elimination of levels: an investigation method using orthogonal arrays.*Chinese Journal of Applied Probability and Statistics*,**6**, 185-204. (in Chinese with English abstract). - Xiquan Shi,
**C. F. J. Wu**and Jiahua Chen (1990). Weak and strong representations for quantile processes from finite populations with application to simulation size in resampling inference.*Canadian Journal of Statistics*,**18**, 141-148. **C. F. J. Wu,**S. S. Mao and F. S. Ma (1990). SEL: A search method based on orthogonal arrays.*Statistical Design and Analysis of Industrial Experiments*( S. Ghosh, ed.), 279-310, Marcel Dekker.**C. F. J. Wu**(1990). On the asymptotic properties of the jackknife histograms.*Annals of Statistics*,**18**, 1438-1452.- M. S. Hamada and
**C. F. J. Wu**(1991). Analysis of censored data from highly fractionated experiments.*Technometrics*,**33**, 25-38. **C. F. J. Wu**(1991). Balanced repeated replications based on mixed orthogonal arrays.*Biometrika*,**78**, 181-188.- Jiahua Chen and
**C. F. J. Wu**(1991). Some results on fractional factorial designs with minimum aberration or optimal moments.*Annals of Statistics*,**19**, 1028-1041. - J. C. Wang and
**C. F. J. Wu**(1991). An approach to the construction of asymmetrical orthogonal arrays.*Journal of the American Statistical Association*,**86**, 450-456. - A. C. Shoemaker, K. L. Tsui and
**C. F. J. Wu**(1991). Economical experimentation methods for robust design.*Technometrics*,**33**, 415-427. **C. F. J. Wu**, R. Zhang and R. Wang (1992). Construction of asymmetrical orthogonal arrays of the type .*Statistica Sinica*,**2**, 203-219.- I. Ford, B. Torsney and
**C. F. J. Wu**(1992). The use of canonical form in the construction of locally optimum designs for nonlinear problems.*Journal of the Royal Statistical Society*,*Ser. B*,**54**, 569-583. **C. F. J. Wu**and Youyi Chen (1992). A graph-aided method for planning two-level experiments when certain interactions are important.*Technometrics*,**34**, 162-175.- R. Leon and
**C. F. J. Wu**(1992). A theory of performance measures in parameter design.*Statistica Sinica*,**2**, 335-358. - M. Hamada and
**C. F. J. Wu**(1992). Analysis of designed experiments with complex aliasing.*Journal of Quality Technology*,**24**, 130-137. (winner of the Brumbaugh Award). (Reproduced and included in Volume 7 of*The Best on Quality*, International Academy for Quality, 1996, ASQC Quality Press.) - J. Shao and
**C. F. J. Wu**(1992). Asymptotic properties of the balanced repeated replication method for sample quantiles.*Annals of Statistics*,**20**, 1571-1593. - J. C. Wang and
**C. F. J. Wu**(1992). Nearly orthogonal arrays with mixed levels and small runs.*Technometrics*,**34**, 409-422. - J. Armstrong and
**C. F. J. Wu**(1992). A sample allocation method for two-phase survey design.*Survey Methodology*,**18**, 251-262. - J. N. K. Rao,
**C. F. J. Wu**and K. Yue (1992). Some recent work on resampling methods for complex surveys.*Survey Methodology*,**18**, 209-217. - D. X. Sun and
**C. F. J. Wu**(1993). Statistical properties of Hadamard matrices of order 16. In*Quality Through Engineering Design*( W. Kuo, Ed.), 169-179, Elsevier. - J. Chen, D. X. Sun and
**C. F. J. Wu**(1993). A catalogue of two-level and three-level fractional factorial designs with small runs.*International Statistical Review*,**61**, 131-145. - A. Miller, R. Sitter,
**C. F. J. Wu**and D. Long (1993). Are large Taguchi-style experiments necessary? A reanalysis of gear and pinion data.*Quality Engineering*,**6**, 21-37. **C. F. J. Wu**and R. Zhang (1993). Minimum aberration designs with two-level and four-level factors.*Biometrika*,**80**, 203-209.- R. Sitter and
**C. F. J. Wu**(1993). On the accuracy of Fieller intervals for binary response data.*Journal of the American Statistical Association*,**88**, 1021-1025. **C. F. J. Wu**(1993). Construction of supersaturated designs through partially aliased interactions.*Biometrika*,**80**, 661-669.- R. Sitter and
**C. F. J. Wu**(1993). Optimal designs for binary response experiments.*Scandinavian Journal of Statistics*,**20**, 329-341. - L. Deng, M. Aksmanovic, D. X. Sun and
**C. F. J. Wu**(1994). Speech recognition using hidden Markov models with polynomial regression functions as nonstationary states.*IEEE Transactions on Speech and Audio Processing*,**2**, 507-520. - D. X. Sun, L. Deng and
**C. F. J. Wu**(1994). State-dependent time warping in the trended hidden Markov model.*Signal Processing*,**39**, 263-275. - D. X. Sun and
**C. F. J. Wu**(1994). Interaction graphs for three-level fractional factorial designs.*Journal of Quality Technology*,**26**, 297-307. - J. C. Wang and
**C. F. J. Wu**(1995). A hidden projection property of Plackett-Burman and related designs.*Statistica Sinica*,**5**, 235-250. - M. Hamada and
**C. F. J. Wu**(1995). The treatment of related experimental factors by sliding levels.*Journal of Quality Technology*,**27**, 45-55. - M. Hamada and
**C. F. J. Wu**(1995). Analysis of censored data from fractionated experiments: a Bayesian approach.*Journal of the American Statistical Association*,**90**, 467-477. - C. M. Anderson and
**C. F. J. Wu**(1995). Measuring location effects from factorial experiments with a directional response.*International Statistical Review*,**63**, 345-363. - R. Mukerjee and
**C. F. J. Wu**(1995). On the existence of saturated and nearly saturated asymmetrical orthogonal arrays.*Annals of Statistics*,**23**, 2102-2115. - C. M. Anderson and
**C. F. J. Wu**(1996). Dispersion measures and analysis for factorial directional data with replicates.*Applied Statistics*,**45**, 47-61. - A. Miller and
**C. F. J. Wu**(1996). Commentary on Taguchi’s parameter design with dynamic characteristics.*Quality and Reliability Engineering International*,**12**, 75-78. - A. Miller and
**C. F. J. Wu**(1996). Parameter design for signal-response system: a different look at Taguchi’s dynamic parameter design.*Statistical Science*,**11**, 122-136. - B. Tang and
**C. F. J. Wu**(1996). Characterization of minimum aberration designs in terms of their complementary designs.*Annals of Statistics*,**24**, 2549-2559. - Z. Ying and
**C. F. J. Wu**(1997). An asymptotic theory of sequential designs based on maximum likelihood recursions.*Statistica Sinica*,**7**, 75-91. - B. Tang and
**C. F. J. Wu**(1997). A method for constructing supersaturated designs and its optimality.*Canadian Journal of Statistics*,**25**, 191-201. - W. W. Li and
**C. F. J. Wu**(1997). Columnwise-pairwise algorithms with applications to the construction of supersaturated designs.*Technometrics*,**39**, 171-179. - C. Y. Suen, H. Chen and
**C. F. J. Wu**(1997). Some identities on designs with application to minimum aberration designs.*Annals of Statistics*,**25**, 1176-1188. - D. X. Sun,
**C. F. J. Wu**and Y. Chen (1997). Optimal blocking schemes for and designs.*Technometrics*,**39**, 298-307. (winner of the Jack Youden Prize). - H. Chipman, M. Hamada and
**C. F. J. Wu**(1997). A Bayesian variable selection approach for analyzing designed experiments with complex aliasing.*Technometrics*,**39**, 372-381. - P. R. Moorhead and
**C. F. J. Wu**(1998). Cost-driven parameter design.*Technometrics*,**40**, 111-119. **C. F. J. Wu**and Y. Ding (1998). Construction of response surface designs for qualitative and quantitative factors.*Journal of Statistical Planning and Inference*,**71**, 331-348.- W. W. Li and
**C. F. J. Wu**(1999). An integrated method of parameter design and tolerance design.*Quality Engineering*,**11**, 417-425. - R. Sitter and
**C. F. J. Wu**(1999). Two-stage designs of quantal response studies.*Biometrics*,**55**, 396-402. - F. Tsung, J. Shi and
**C. F. J. Wu**(1999). Joint monitoring of PID controlled processes.*Journal of Quality Technology*,**31**, 275-285. - R. Mukerjee and
**C. F. J. Wu**(1999). Blocking in regular fractional factorials: a projective geometric approach.*Annals of Statistics*,**27**, 1256-1271. - J. Berube and
**C. F. J. Wu**(2000). Signal-to-noise ratio and related measures in parameter design optimization: an overview.*Sankhya*, Series B,**62**, 417-432. - R. Mukerjee and
**C. F. J. Wu**(2001). Minimum aberration designs for mixed factorials in terms of their complementary sets.*Statistica Sinica*,**11**, 225-239. - Kenny Ye, M. Hamada and
**C. F. J. Wu**(2001). A step-down Lenth method for analyzing unreplicated factorial designs.*Journal of Quality Technology*,**33**, 140-152. - X. Hou and
**C. F. J. Wu**(2001). On the determination of robust settings in parameter design experiments.*Statistics and Probability Letters*,**54**, 137-145. - S. W. Cheng and
**C. F. J. Wu**(2001). Factor screening and response surface exploration (with discussion).*Statistica Sinica*,**11**, 553-604. - H. Xu and
**C. F. J. Wu**(2001). Generalized minimum aberration for factorial designs.*Annals of Statistics*,**29**, 1066-1077. - S. W. Cheng and
**C. F. J. Wu**(2002). Choice of optimal blocking schemes in two-level and three-level designs.*Technometrics*,**44**, 269-277. - V. R. Joseph and
**C. F. J. Wu**(2002). Operating window experiments: a novel approach to quality and reliability improvement.*J. Quality Technology*,**34**, 345-354. - V. R. Joseph and
**C. F. J. Wu**(2002). Robust parameter design of multiple target systems.*Technometrics,***44**, 338-346. - L. Huwang,
**C. F. J. Wu**and C. H. Yen (2002). The idle column method: construction, properties and comparisons.*Technometrics*,**44,**347-355. - H. Xu, P. Wu,
**C. F. J. Wu**, C. Tidwell and Y. Wang (2002). A smooth response surface algorithm for constructing gene regulatory network.*Physiological Genomics,***11**, 11-20. - Huaiqing Wu and
**C. F. J. Wu**(2002). Clear two-factor interactions and minimum aberration.*Annals of Statistics,***30***,*1496-1511. - V. R. Joseph and
**C. F. J. Wu**(2002). Performance measures in dynamic parameter design.*Journal of**Japanese Quality Engineering Society*,**10**, 82-86. - S. W. Cheng,
**C. F. J. Wu**and H. Wu (2003). Finding defining generators with extreme lengths.*Journal of Statistical Planning and Inference,***113**, 315-321. -
**C. F. J. Wu**and Y. Zhu (2003). Optimal selection of single arrays for parameter design experiments.*Statistica Sinica*,**13**, 1179-1199. - V. R. Joseph and
**C. F. J. Wu**(2004). Failure amplification method: an information maximization approach to categorical response optimization (with discussions).*Technometrics*,**46**, 1-31. (winner of the Jack Youden Prize). - H. Xu, Cheng. S. W., and
**C.****F. J. Wu**(2004). Optimal projective three-level designs for factor screening and interaction detection.*Technometrics*,**46**, 280-292. - X. Qu and
**C. F. J. Wu**(2005). One-factor-at-a-time designs of resolution V.*Journal of Statistical**Planning and Inference,***131**, 407-416 . - H. Xu and
**C. F. J. Wu**(2005). Construction of optimal multi-level supersaturated designs.*Annals of**Statistics*,**33**, 2811-2836. - G. Dyson and
**C. F. J. Wu**(2006). MAOSA: A new procedure for detection of differential gene expression.*Statistical Methodology*,**3**,42-53. - Z. Qian, C. Seepersad, R. Joseph, J. Allen and
**C. F. J. Wu**(2006). Building surrogate models with detailed and approximate simulations.*ASME Journal of Mechanical Design*,**128**, 668-677. - A. Mandal and
**C. F. J. Wu**(2006). SELC: Sequential elimination of level combinations by means of modified genetic algorithms.*Technometrics*,**48**, 273-283. - T. Dasgupta and
**C. F. J. Wu**(2006). Robust parameter design with feedback control.*Technometrics*,**48**, 349-360. - S. W. Cheng,
**C. F. J. Wu**and L. Huwang (2006). Statistical modeling for experiments with sliding levels. In Time Series and Related Topics.*IMS Lecture Notes-Monograph Series*,**52**, 245-256 - A. Mandal, K. Johnson,
**C. F. J. Wu**and D. Bornemeier (2007). Identifying promising compounds in drug discovery: genetic algorithms and some new statistical techniques.*Journal of Chemical Information and Modeling*,**47**, 981-988. - Y. Zhu and
**C. F. J. Wu**(2007). Structure functions for general*s l - m*design and blocked regular (*s l – m*,*s r*) design and their complementary designs.*Statistica Sinica*,**17**,1237-1257. - V. R. Joseph, Y. Tian and
**C. F. J. Wu**(2007). Adaptive designs for stochastic root-finding.*Statistica Sinica*,**47**,1549-1565 - T. Dasgupta, C. Ma, V. R. Joseph, Z. L. Wang and
**C. F. J. Wu**(2007). Statistical Modeling and Analysis for Robust Synthesis of Nanostructures.*Journal of the American Statistical Association*,**103**, 594-603. - G. Dyson and
**C. F. J. Wu**(2007). ICI: A new approach to explore between-cluster relationships with applications to gene expression data.*Journal of Biopharmaceutical Statistics*,**18**, 244-255. - S. L. Jeng, Joseph, V. R. and
**C. F. J. Wu**(2008). Modeling and optimization for failure amplification method.*Journal of Quality Technology*,**40**, 128-139. - R. Mukerjee, P. Z. G. Qian and
**C. F. J. Wu**(2008). On the existence of nested orthogonal arrays.*Discrete Mathematics*,**308**, 4635-4642 - P. Z. G. Qian and
**C. F. J. Wu**(2008). Bayesian hierarchical modeling for integrating low-accuracy and high-accuracy experiments.*Technometrics*,**50**, 192-204 - P. Z. G. Qian, H. Wu, and
**C. F. J. Wu**(2008). Gaussian process models for computer experiments with qualitative and quantitative factors.*Technometrics*,**50**, 383-396. - Y. Hung, V. Zarnitsyna, Y. Zhang, C. Zhu, and
**C. F. J. Wu**(2008). Binary time series modeling with application to adhesion frequency experiments.*Journal of American Statistical Association*,**103**1248-1259. - P. Z. G. Qian, B. Tang and
**C. F. J. Wu**(2009). Nested space-filling designs for experiments with two levels of accuracy.*Statistica Sinica*,**19**, 287-300. - X. Deng, V. Roshan. Joseph, Wenjie Mai, Z.L.Wang and
**C. F. J. Wu**(2009). A statistical approach to quantifying the elastic deformation of nanomaterials.*Proc. Nat. Acad. Sci.*,**106(29)**, 11845-11850. - S. Xu, N. Adiga, S. Ba, T. Dagsgupta,
**C. F. J. Wu**and Z. L. Wang (2009). Optimizing and improving the growth quality of ZnO nanowire arrays guided by statistical design of experiments.*American Chemical Society, Nano*,**3(7)**, 1803-1812. - V. R. Joseph, M. Ai and
**C. F. J. Wu**(2009). Bayesian-inspired optimal two- and four level designs.*Biometrika*,**96**, 95-106. - A. Mandal, P. Ranjan and
**C. F. J. Wu**(2009). G-SELC: Optimization by Sequential Elimination of Level Combinations using Genetic Algorithms and Gaussian Processes.*Annals of Applied Statistics*,**3**, 398-421. - P. Z. G. Qian, M. Ai and
**C. F. J. Wu**(2009). Construction of nested space-filling designs.*Annals of Statistics*,**37**, 3616-43. - X. Deng, V. R. Joseph, A. Sudjianto and
**C. F. J. Wu**(2009). Active learning via sequential design with applications to detection of money laundering.*Journal of the American Statistical Association,***104**, 969-981. - P. Z. G. Qian and
**C. F. J. Wu**(2009). Sliced space-filling designs.*Biometrika*,**96**, 945-956. - M. Ai, X. Xu and
**C. F. J. Wu**(2009). Optimal blocking and fold over plans for regular two-level designs.*Statistica Sinica*,**20**, 183-207. - T. Dasgupta, A. Miller and
**C. F. J. Wu**(2010). Robust design, modeling and analysis of measurement systems.*Technometrics*,**52**, 80-93. - W. Tan, I. C. Ume, Y. Hung and
**C. F. J. Wu**(2010). Effects of warpage on fatigue reliability of solder bumps: experimental and analytical studies.*IEEE Transactions on Advanced Packaging*,**33**, 314-322. - J. Zhong, J. Shi, and
**C. F. J. Wu**(2010). Design of DOE-based automatic process controller for complex manufacturing process.*IEEE Transactions on Automation Science and Engineering*,**7**, 266-273. - Y. Hung, Y. Amemiya, and
**C. F. J. Wu**(2010). Probability-based Latin hypercube designs for slid-rectangular regions.*Biometrika*,**97**, 961-968. - J. Song, H. Xie, W. Wu, V. R. Joseph,
**C. F. J. Wu**, and Z. L. Wang (2010). Robust optimization of the output voltage of nanogenerators by statistical design of experiments.*Nano Research*,**3**, 613-619. - R. B. Chen, W. Wang and
**C. F. J. Wu**(2011). Building surrogates with overcomplete bases in a computer experiment for bistable laser diodes.*IIE Transactions (Quality and Reliability Engineering)*,**43**, 39-53. - Matthias Tan and
**C. F. J. Wu**(2011). Generalized selective assembly.*IIE Transactions (Quality and Reliability Engineering)*,**44**, 27-42. - T. Dasgupta, N. Adiga and
**C. F. J. Wu**(2011). Another look at Dorian Shainin's variable search Technique,*Journal of Quality Technology*,**43**, 273-287. - Matthias Tan and
**C. F. J. Wu**(2012). Robust design optimization with quadratic loss derived from Gaussian process models.*Technometrics*,**54**, 51-63. - Tuo, R., Qian, P. and
**C. F. J. Wu**(2013). A Brown motion model for stochastic simulation with tunable precision. Comment on "Quantile-based optimization of noisy computer experiments with tunable precision" by Picheny et al.*Technometrics*,**55**, 29-31. - S. P. Xiong, P. Z. G. Qian and
**C. F. J. Wu**(2013). Sequential design and analysis of high-accuracy and low-accuracy computer codes.*Technometrics*,**55**, 37-46. - L. Ju, Y. D. Wang, Y. Hung,
**C. F. J. Wu**and C. Zhu (2013). An HMM-based algorithm for evaluating rates of receptor-ligand binding kinetics from thermal fluctuation data.*Bioinformatics*,**29**, 1511-1518. - Matthias Tan and
**C. F. J. Wu**(2013). A Bayesian approach for model selection in fractionated split plot experiments with applications in robust parameter design.*Technometrics*,**55**, 359-372. - Y. Hung, Y. Wang, V. Zarnitsyna, C. Zhu, and
**C. F. J. Wu**(2013). Hidden Markov models with applications in cell adhesion experiments.*Journal of American Statistical Association*,**108**, 1469-1479. - Y. Sun, Y. Heo, M. H. Y. Tan, H. Xie,
**C. F. J. Wu**, and G. Augenbroe (2014). Uncertainty quantification of microclimate variables in building energy models.*Journal of Building Performance Simulation*,**7**, 17-32. -
**C. F. J. Wu**and Y. Tian (2014). Three-phase optimal design of sensitivity experiments (with discussions).*Journal of Statistical Planning and Inference*,**149**, 1-15. - C. Peng and
**C. F. J. Wu**(2014). On the choice of nugget in kriging modeling for deterministic computer experiments.*Journal of Computational and Graphical Statistics*,**23**, 151-68. - A. Sabbaghi, T. Dasgupta and
**C. F. J. Wu**(2014). Indicator functions and the algebra of the linear-quadratic parametrization.*Biometrika*,**101**, 351-363. - Tuo, R.,
**C. F. J. Wu**and Yu, D. (2014). Surrogate modeling of computer experiments with different mesh densities.*Technometrics*,**56**, 372-380. - H. Xie, S. P. Xiong, P. Z. G. Qian and
**C. F. J. Wu**(2014). General sliced Latin hypercube designs.*Statistica Sinica*,**24**, 1239-1256. - Y. Sun, L. Gu,
**C. F. J. Wu**, and G. Augenbroe (2014). Exploring HVAC system sizing under uncertainty.*Energy and Buildings*,**81**, 243-252. - V. R. Joseph, T. Dasgupta, R. Tuo and
**C. F. J. Wu**(2015). Sequential exploration of complex surfaces using minimum energy designs.*Technometrics*,**57**, 64-74. -
**C. F. J. Wu**(2015). Post-Fisherian experimentation: from physical to virtual.*Journal of American Statistical Association*,**110**, 612-620. (based on the 2011 Fisher Lecture.) - Y. Sun, H. Su,
**C. F. J. Wu**, and G. Augenbroe (2015). Quantification of model form uncertainty in the calculation of solar diffuse irradiation on inclined surfaces for building energy simulation.*Journal of Building Performance Simulation*,**8**, 253-265. - D. Wang, Y. Tian, and
**C. F. J. Wu**(2015). A skewed version of the Robbins-Monro-Joseph procedure for binary response.*Statistica Sinica*,**25**, 1679-1689. - R. Tuo and
**C. F. J. Wu**(2015). Efficient calibration for imperfect computer models.*Annals of Statistics*,**43**, 2331-2352. - Yijie D. Wang and
**C. F. J. Wu**(2016). Bayesian cubic spline in computer experiments. To appear in "Handbook of Uncertainty Quantification" (Eds. R. Ghanem, D. Higdon, and H. Owhadi),*Springer*. - X. He, Rui Tuo and
**C. F. J. Wu**(2016). Optimization of multi-fidelity computer experiments via the EQIE criterion.*Technometrics*, to appear. - R. Tuo and
**C. F. J. Wu**(2016). A theoretical framework for calibration in computer models: parametrization, estimation and convergence properties.*SIAM/ASA Journal on Uncertainty Quantification*, 767-795. - R. B. Chen, W. Wang and
**C. F. J. Wu**(2016). Sequential designs based on Bayesian uncertainty quantification in sparse representation surrogate modeling.*Technometrics*, to appear. - Su, Heng and
**C. F. J. Wu**(2017). CME Analysis: a new method for unraveling aliased effects in two-level fractional factorial experiments.*J. Quality Technology*, to appear. - R. Mukerjee,
**C. F. J. Wu**and M. C. Chang (2017). Two-level minimum aberration designs under a conditional model with a pair of conditional and conditioned factors.*Statistica Sinica*,**27**, 997-1016. - R. Tuo and
**C. F. J. Wu**(2018). Prediction based on the Kennedy-O’Hagan calibration model: asymptotic consistency and other properties*Statistica Sinica*,**28**, 743-759. -
**C. F. J. Wu**(2018). A fresh look at effect aliasing and interactions: some new wine in old bottles (with discussions)*Ann. Inst. Stat. Math.*,**70**, 249-268 (written version of the 2016 Akaike Memorial Lecture.) - S. Mak, C. L. Sung, S. T. Yeh, X. Wang, Y. H. Chang, V. R. Joseph, V. Yang, and
**C. F. J. Wu**(2018). An efficient surrogate model for emulation and physics extraction of large eddy simulations*Journal of American Statistical Association*, to appear. - S. Mak and
**C. F. J. Wu**(2018). cmenet: a new method for bi-level variable selection of conditional main effects.*Journal of American Statistical Association*, to appear. - S. T. Yeh, X. J. Wang, C. L. Sung, S. Mak, Y. H. Chang,
**C. F. J. Wu**, and V. Yang (2018). Data-driven analysis and mean flow prediction using a physics-based surrogate model for design exploration.*AIAA Journal*,**56(6)**, 2429-2442. - D. Wang, Y. Tian, and
**C. F. J. Wu**(2018). Comprehensive comparisons of major sequential design procedures for sensitivity testing.*J. Quality Technology*, accepted. - C. L. Sung, Y. Hung, W. Rittase, C. Zhu and
**C. F. J. Wu**(2018). A generalized Gaussian process model for computer experiments with binary time series.*Journal of American Statistical Association*, revision submitted. - R. B. Chen, Yuan Wang and and
**C. F. J. Wu**(2018). Global optimization of expensive functions using adaptive RBF-based surrogate model via uncertainty quantification.*IIE Transactions (Quality and Reliability Engineering)*, submitted. - R. Tuo, Y. Wang and
**C. F. J. Wu**(2017). Improved rates of convergence for kernel ridge regression, with application to Gaussian process models*Ann. Stat*, submitted. - Y. H. Chang, L. Zhang, S. T. Yeh, X. J. Wang, S. Mak, C. L. Sung,
**C. F. J. Wu**, and V. Yang (2017). Highly efficient spatiotemporal flow dynamics prediction via data-driven analysis and LES-based surrogate model.*Journal of Computational Physics*, to be submitted. - S.-T. Yeh, S. Mak, X. J. Wang, Y. Li,
**C. F. J. Wu**, and V. Yang (2017). Identification and quantification of response to intrinsic combustion dynamics in a rocket injector.*Combustion and Flame*, to be submitted. - W. Wang, R. Tuo and
**C. F. J. Wu**(2018). On the prediction properties of kriging: uniform error bounds and robustness.*Journal of American Statistical Association*, revision submitted. - C. L. Sung, Y. Hung, W. Rittase, C. Zhu and
**C. F. J. Wu**(2018). Calibration for computer experiments with binary responses.*Journal of American Statistical Association*, submitted. - H. Su, R. Tuo, and
**C. F. J. Wu**(2018). PIG Process: joint modeling of point and integral responses in computer experiments.*Technometrics*, submitted. - S. Mak and
**C. F. J. Wu**(2018). Analysis-of-marginal-Tail-Means: a new method for robust parameter optimization.*Technometrics*, revision submitted.

- G. E. P. Box, T. Leonard and
**C. F. J. Wu**(1983, Joint Editors).*Scientific Inference, Data Analysis and Robustness*. Academic Press. **C. F. J. Wu**and M. S. Hamada (2000).*Experiments: Planning, Analysis, and Parameter Design Optimization*. John Wiley (638 pages). Second Edition (710+ pages) to appear in July 2009.- R. Mukerjee and
**C. F. J. Wu**(2006) .*A Modern Theory of Factorial Designs*. Springer (230 pages). - J. Fan, Y. Ritov and
**C. F. J. Wu**(2013).*Selected Works of Peter Bickel*. Springer (568 pages).

- C. Palit, K. Schirle and
**C. F. J. Wu**(1981). Analysis of the quality control methodology for the aid to families with dependent children program.*Proceedings of the 21st National Workshop on Welfare Research and Statistics*, 180-195. - J. F. Soaresand
**C. F. J. Wu**(1982). Extended truncated binomial design in sequential experiments.*Proceedings of the 43rd Session of the ISI*. **C. F. J. Wu**(1984). Discussion of “Iteratively reweighted least squares for maximum likelihood estimation, and some robust and resistant alternatives” by P. J. Green.*Journal of Royal Statist. Soc. B*,**46**, 186.- J. N. K. Raoand
**C. F. J. Wu**(1985). Bootstrap inference for sample surveys.*Proceedings of the 1984 Meeting, Section on Survey Research Methods, American Statistical Association*, 106-112. - W. Y. Loh and
**C. F. J. Wu**(1987). Discussion of “Better bootstrap confidence intervals” by B. Efron.*Journal of the American Statistical Association*, 82, 188-190. **C. F. J. Wu**(1987). Discussion of “Performance measures independent of adjustment: an explanation and extension of Taguchi’s signal-to-noise ratios” by R. V. Leon, A. C. Shoemaker and R. N. Kacker.*Technometrics*,**29**, 279-281.- J. N. K. Rao and
**C. F. J. Wu**(1987). Methods for standard errors and confidence intervals from sample survey data: some recent work.*Bulletin of the International Statistical Institute*,*Proceedings of the 46th session*, Book 3, 5-19. **C. F. J. Wu**(1989). Discussion of “Bootstrap methods” by D.V. Hinkley and “A review of bootstrap confidence intervals” by T. J. DiCiccio and J. P. Romano.*Journal of Royal Statistical Soc. B*,**51**, 364-365.**C. F. J. Wu**(1990). Quality improvement through robust parameter design: Taguchi and Beyond. Premier Symposium Renault des Techniques Avanc¨¦es de la Qualit¨¦, 39-49.**C. F. J. Wu**(1992). Contribution to “Panel discussion on Taguchi’s robust design” (edited by V. Nair).*Technometrics*,**34**, 127-161.**C. F. J. Wu**(1993). Discussion of “Is industrial statistics out of control?” by D. Banks.*Statistical Science*,**8**, 399-400.**C. F. J. Wu**(2001). Discussion of “Detection of interactions in experiments on large numbers of factors” by S. M. Lewis and A. M. Dean.*Journal of Royal Statistical Soc.**B*,**63**, 668.- N. Ge, F. Huang, P. Shaw and
**C. F. J. Wu**(2002). PIDEX: A statistical approach for screening differentially expressed genes using microarray analysis.*Proceedings of the 2001 American Statistical Association Meetings*, to appear. - V. R. Joseph and
**C. F. J. Wu**(2002). "Performance measures in dynamic parameter design".*Journal of Japanese Quality Engineering Society*10, 82-86. - Z. Qian, C. Seepersad, R. Joseph,
**C. F. J. Wu**and J. Allen (2004). Building surrogate models with detailed and approximate simulations.*Proceedings of the IDETC'04 ASME 2004 Design**Engineering Technical Conferences and Computers and Information in Engineering**Conference,*to appear. - T. Dasgupta, and
**C. F. J. Wu**(2005). What's missing in Six Sigma?*Six Sigma Forum Magazine*, 5(1), 39-40. - T. Dasgupta, and
**C. F. J. Wu**(2006). Six Sigma Quality. Chapter 10 of*Enterprise Transformation: Understanding and Enabling Fundamental Change (edited by W. B. Rouse)*, Wiley, NJ. - Jun Shao and
**C. F. J. Wu**(2008). Commentary on "The jackknife estimate of variance" by B. Efron and C. Stein in*Ann. Stat*, 1981, pages 586-596, to appear in a Volume to honor Efron's 70th Birthday. - W. Tan, I. C. Ume, Y. Hung and
**C. F. J. Wu**(2008). Experimental and analytical study on fatigue reliability of solder bumps on board assemblies affected by PWB warpage.*Proceedings of the 58th Electronic Components and Technology Conference*, 131-138. - Hung, Y., Qian, P. Z. G. and
**C. F. J. Wu**(2012). Statistical Design and Analysis Methods for Data Center Thermal Management. Book chapter in*Energy Efficient Thermal Management of Data Centers*, J. Yogendra and K. Pramod (Eds.), 497-511, Springer. - Sun, Y., Heo, Y., Xie, H., Tan, M.,
**C. F. J. Wu**and Augenbroe, G. (2012). Uncertainty Quantification of Microclimate Variables in Building Energy Simulation.*Proceedings of Building Simulation*, 2423-2430. (Winner of best student paper of the conference). - Sun, Y., Su, H., Lee, B.,
**C. F. J. Wu**and Augenbroe, G. (2013). Uncertainty Quantification of Solar Diffuse Irradiation on Inclined Surfaces for Building Energy Simulation.*13th International Building Performance Simulation Association Conference*, 71-78. - Augenbroe, G., Zhang, Y., Khazaii, J., Sun, Y., Su, H., Lee, B. D. and
**C. F. J. Wu**and Augenbroe, G. (2013). Implications of the Uncoupling of Building and HVAC Simulation in the Presence of Parameter Uncertainties.*13th International Building Performance Simulation Association Conference*, 3169-3176. - Simmons, B., Tan, M. H. Y.,
**Wu, C. F. J.**, Yu, Y., Augenbroe, G. (2013). Finding the Cost Optimal Mix of Building Energy Technologies that Satisfies a Set Operational Energy Reduction Target,*Proceedings of Building Simulation*, 1852-1859. -
**Wu, C. F. J.**(2014). Inspiration, Aspiration, Ambition. In*"Past, Present and Future of Statistical Science"*(edited by X. Lin et al.), 565-569, CRC Press. - Chang, Y.-H., Zhang, L., Wang, W., Yeh, S.-T., Mak, S., Sung, C.-L.
**Wu, C. F. J.**, and Yang, V. (2017). Spatial-temporal flow dynamics prediction with large design space via data-driven analysis and LES-based surrogate model., In*ILASS-Americas 29th Annual Conference on Liquid Atomization and Spray Systems.* - Chang, Y.-H., Zhang, L., Wang, W., Yeh, S.-T., Mak, S., Sung, C.-L.
**Wu, C. F. J.**, and Yang, V. (2017). Spatial-temporal flow dynamics prediction with large design space via data-driven analysis and LES-based surrogate model. In*ILASS-Americas 29th Annual Conference on Liquid Atomization and Spray Systems.* - Li, Y., Wang, X. J., Mak, S., Yeh, S.-T., Lin L.-H., and
**Wu, C. F. J.**. (2017). A two-stage transfer function identification methodology and its applications to bi-swirl injectors. In*Proceedings of the 53rd AIAA/SAE/ASEE Joint Propulsion Conference.*, 4933-4949 - Li, Y., Wang, X. J., Mak, S., Sung, C.-L.,
**Wu, C. F. J**, and Yang, V.. (2018). Uncertainty quantification of flame transfer function under a Bayesian framework. In*Proceedings of the 2018 AIAA Science and Technology Forum and Exposition.*