Table of Contents
Part A Fundamental Statistics and Its Applications
1. Statistical Reliability with Applications (Paul Kvam and Jye-Chyi Lu ).- 2. Weibull Distributions and Their Applications (C. D. Lai, D.N.P. Murthy, Min Xie).- 3. Characterizations of Probability Distributions (H. N. Nagaraja) 4. Two-Dimensional Failure Modelling (D.N.P. Murthy, J. Baik, Richard J. Wilson, M. R. Bulmer).- 5. Prediction Intervals for Reliability Growth Models with Small Sample Sizes (John Quigley, Lesley Walls ).- 6. Promotional Warranty Policies: Analysis and Perspectives (Jun Bai, Hoang Pham).- 7. Stationary Marked Point Processes (Karl Sigman).- 8. Modeling and Analyzing Yield, Burn-in and Reliability for Semiconductor Manufacturing: Overview (Way Kuo, Kyungmee O. Kim , Taeho Kim).-
Part B Process Monitoring and Improvement
9. Statistical Methods for Quality and Productivity Improvement (Wei Jiang, Terrence E. Murphy, Kwok-Leung Tsui).- 10. Statistical Methods for Product and Process Improvement (Kailash C. Kapur, Qianmei Feng).- 11. Robust Optimization in Quality Engineering (Di Xu, Susan L. Albin).- 12. Uniform Design and Its Industrial Applications (Kai-Tai Fang , Ling-Yau Chan).- 13. Cuscore Statistics: Directed Process Monitoring for Early Problem Detection (Harriet Black Nembhard).- 14. Chain Sampling (Raj K. Govindaraju).- 15. Some Statistical Models for the Monitoring of High-Quality Processes (Min Xie, T N. Goh).- 16. Multivariate Statistical Process Control Schemes for Controlling a Mean (Richard A.Johnson, Ruojia Li).-
Part C Reliability Models and Survival Analysis
17. Statistical Survival Analysis With Applications (Chengjie Xiong, Kejun Zhu, Kai Yu).- 18. Proportional Hazards Regression Models (Wei Wang, Chengcheng Hu).- 19. Accelerated Life Test Models and Data Analysis (Francis G. Pascual, William Q. Meeker, , Luis A. Escobar).- 20. Statistical Approaches to Planning of Accelerated Reliability Testing (Loon-Ching Tang).- 21. E2E Testing, Evaluation of High Assurance Systems (Ray Paul, Wei-Tek Tsai, Yinong Chen, Chun Fan, Zhibin Cao, Xinxin Liu, Hai Huang).- 22. Statistical Models in Software Reliability and Operations Research (P. K. Kapur, A.K. Bardhan).- 23. An Experimental Study of Human Factors in Software Reliability based on a Quality Engineering Approach (Zhigeru Yamada ).- 24. Statistical Models for Predicting Reliability of Software Systems in Random Environments (Hoang Pham , Xiaolin Teng).-
Part D Regression Methods and Data Mining
25. Logistic Regression Tree Analysis (Wei-Yin Loh).- 26. Tree-Based Methods and Their Applications (Nan Lin, Douglas Noe, Xuming He).- 27. Image Registration and Unknown Coordinate Systems (Theodore Chang).- 28. Statistical Genetics for Genomic Data Analysis (Jae K. Lee).- 29. Statistical Methodologies for Analyzing Genomic Data (Fenghai Duan , Heping Zhang).- 30. Statistical Methods in Proteomics (Weichuan Yu, Baolin Wu, Tao Huang, Xiaoye Li, Kenneth Williams, Hongyu Zhao).- 31. Radial Basis Functions for Data Mining (Miyoung Shin, Amrit L. Goel).- 32. Data Mining Methods and Applications (Kwok-Leung Tsui , Victoria C. P. Chen, Wei Jiang, Y. Alp Aslandogan).- 33. Support Vector Machines for Data Modeling With Software Engineering Applications (Hojung Lim, Amrit L. Goel).-
Part E Statistical Methods, Modeling and Applications
34. Bootstrap, Markov Chain and Estimating Function (Feifang Hu).- 35. Random Effects Models (Yi Li).- 36. A Two-Way Semi-Linear Model for Normalization and Analysis of Microarray Data (Jian Huang, Cun-Hui Zhang).- 37. Latent Variable Models for Longitudinal Data With Flexible Measurement Schedule (Haiqun Lin).- 38. Genetic Algorithms and Its Applications (Mitsuo Gen).- 39. Scan Statistics (Joseph I. Naus).- 40. Condition-Based Failure Prediction (S. K. Yang).- 41. Statistical Maintenance Modeling for Complex Systems (Wenjian Li, Hoang Pham).- 42. Shastic Models on Maintenance (Toshio Nakagawa)
About the Authors
Index