Part A Fundamental Statistics and Its Applications

1 Basic Statistics-Related Concepts (H. Pham).- 2 Statistical Reliability (P. Kvam, J.-C. Lu).- 3 Weibull Distributions (C.D. Lai, D.N.P. Murthy, M. Xie).- 4. Characterizations of Probability Distributions (H. N. Nagaraja).- 5. Two-Dimensional Failure Modelling (D.N.P. Murthy, J. Baik, R. J. Wilson, M. R. Bulmer).- 6. Prediction Intervals for Reliability Growth Models with Small Sample Sizes (J. Quigley, L. Walls).- 7 Promotional Warranty Policies: Analysis and Perspectives (J. Bai, H. Pham).- 8. Stationary Marked Point Processes (K. Sigman).- 9 Modeling and Analyzing Yield, Burn-in and Reliability for Semiconductor Manufacturing (W. Kuo, K.O. Kim, T. Kim)

Part B Process Monitoring and Improvement

10 Statistical Methods for Quality and Productivity Improvement (W. Jiang, T.E. Murphy, K.-L. Tsui).- 11 Statistical Methods for Product and Process Improvement (K.C. Kapur, Q. Feng).- 12 Robust Optimization in Quality Engineering (D. Xu, S.L. Albin).- 13 Uniform Design and Its Industrial Applications (K.-T. Fang, L.-Y. Chan).- 14 Cuscore Statistics: Directed Process Monitoring for Early Problem Detection (H. Black Nembhard).- 15 Chain Sampling (R.K. Govindaraju).- 16 Some Statistical Models for the Monitoring of High-Quality Processes (M. Xie, T N. Goh).- 17 Monitoring Process Variability using EWMA (Ph. Castagliola, G. Celano, S. Fichera).- 18 Multivariate Statistical Process Control Schemes for Controlling a Mean (R.A. Johnson. R. Li)

Part C Reliability Models and Survival Analysis

19 Statistical Survival Analysis (C. Xiong, K. Zhu, K. Yu).- 20 Failure Rate in Heterogeneous Populations (M. Finkelstein, V. Esaulova).- 21 Proportional Hazards Regression Models (W. Wang, C. Hu).- 22 Accelerated Life Test Models and Data Analysis (F.G. Pascual, W.Q. Meeker, L.A. Escobar).- 23 Statistical Approaches to Planning of Accelerated Reliability Testing (L.-C. Tang).- 24 E2E Testing and Evaluation of High Assurance Systems (R. Paul, W.-T. Tsai, Y. Chen, C. Fan, Z. Cao, H. Huang).- 25 Statistical Models in Software Reliability and Operations Research (P. K. Kapur, A.K. Bardhan).- 26 An Experimental Study of Human Factors in Software Reliability based on a Quality Engineering Approach (S. Yamada).- 27 Statistical Models for Predicting Reliability of Software Systems in Random Environments (H. Pham, X. Teng)

Part D Regression Methods and Data Mining

28 Measures of Influence and Sensitivity in Linear Regression (D. Pena).- 29 Logistic Regression Tree Analysis (W.-Y. Loh).- 30 Tree-Based Methods and Their Applications (N. Lin, D. Noe, X. He).- 31 Image Registration and Unknown Coordinate Systems (T. Chang).- 32 Statistical Genetics for Genomic Data Analysis (J.K. Lee).- 33 Statistical Methodologies for Analyzing Genomic Data (F. Duan, H. Zhang).- 34 Statistical Methods in Proteomics (W. Yu, B. Wu, T. Huang, X. Li, K. Williams, H. Zhao).- 35 Radial Basis Functions for Data Mining (M. Shin, A.L. Goel).- 36 Data Mining Methods and Applications (K.-L. Tsui , V.C.P. Chen, W. Jiang, Y.A. Aslandogan)

Part E Statistical Methods and Modeling

37 Bootstrap, Markov Chain and Estimating Function (F. Hu,).- 38 Random Effects Models (Y. Li).- 39 Design and Analysis of Cluster Randomized Trials (M. Moerbeek).- 40 A Two-Way Semi-Linear Model for Normalization and Analysis of Microarray Data (J. Huang, C.-H. Zhang).- 41 Latent Variable Models for Longitudinal Data With Flexible Measurement Schedule (H. Lin).- 42 Genetic Algorithms and Its Applications (M. Gen).- 43 Scan Statistics (J.I. Naus).- 44 Condition-Based Failure Prediction (S.K. Yang).- 45 Statistical Maintenance Modeling for Complex Systems (W. Li, H. Pham).- 46 Stochastic Models on Maintenance (T. Nakagawa)

Part F Applications in Engineering Statistics

47 Risk and Assest Pricing (C.S. Tapiero).- 48 Statistical Management and Modeling For Demand Spare Parts (E. Ferrari, A. Pareschi, A. Regattieri, A. Persona).- 49 Arithmetic and Geometric Processes (F. Leung).- 50 Six Sigma (F. Tsung).- 51 Multivariate Modeling with Copulas and Engineering Applications (J. Yan).- 52 Queueing Theory Applications to Communication Systems: Control of Traffic Flows and Load Balancing (A. Bedford, P. Zeephongsekul, J. Broberg, P. Dimopoulos, Z. Tari).- 53 Support Vector Machines for Data Modeling With Software Engineering Applications (H. Lim, A.L. Goel).- 54 Optimal System Design (S.V. Amari)

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Pham, Hoang

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Applied Probability and Statistics
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