Applications of linear and nonlinear models : fixed effects, random effects, and total least squares

Novel Biclustering Methods for Re-ordering Data Matrices / Peter A. DiMaggio Jr., Ashwin Subramani and Christodoulos A. Floudas -- Clustering Time Series Data with Distance Matrices / Onur Şeref and W. Art Chaovalitwongse -- Mathematical Models of Supervised Learning and Application to Medical Diagnosis / Roberta De Asmundis and Mario Rosario Guarracino -- Predictive Model for Early Detection of Mild Cognitive Impairment and Alzheimer's Disease / Eva K. Lee, Tsung-Lin Wu, Felicia Goldstein and Allan Levey -- Strategies for Bias Reduction in Estimation of Marginal Means with Data Missing at Random / Baojiang Chen and Richard J. Cook -- Cardiovascular Informatics: A Perspective on Promises and Challenges of IVUS Data Analysis / Ioannis A. Kakadiaris and E. Gerardo Mendizabal Ruiz -- An Introduction to the Analysis of Functional Magnetic Resonance Imaging Data / Gianluca Gazzola, Chun-An Chou, Myong K. Jeong and W. Art Chaovalitwongse -- Sensory Neuroprostheses: From Signal Processing and Coding to Neural Plasticity in the Central Nervous System / Fivos Panetsos, Abel Sanchez-Jimenez and Celia Herrera-Rincon -- EEG Based Biomarker Identification Using Graph-Theoretic Concepts: Case Study in Alcoholism / Vangelis Sakkalis and Konstantinos Marias -- Maximal Connectivity and Constraints in the Human Brain / Roman V. Belavkin