TY - BOOK ID - 8135607 TI - Advances in data analysis : theory and applications to reliability and inference, data mining, bioinformatics, lifetime data, and neural networks PY - 2010 SN - 0817647996 0817647988 0817672486 9786612834752 1282834754 PB - Boston : Birkhäuser, DB - UniCat KW - Economics -- Mathematical models -- Congresses. KW - Finance -- Mathematical models -- Congresses. KW - Stochastic analysis -- Congresses. KW - Stochastic systems -- Congresses. KW - Stochastic analysis KW - Stochastic systems KW - Civil & Environmental Engineering KW - Mathematics KW - Mathematical Statistics KW - Operations Research KW - Engineering & Applied Sciences KW - Physical Sciences & Mathematics KW - Mathematical statistics. KW - Databases. KW - Data banks KW - Data bases KW - Databanks KW - Database systems KW - Statistical inference KW - Statistics, Mathematical KW - Statistical methods KW - Mathematics. KW - Applied mathematics. KW - Engineering mathematics. KW - Mathematical optimization. KW - Probabilities. KW - Statistics. KW - Probability Theory and Stochastic Processes. KW - Applications of Mathematics. KW - Optimization. KW - Statistical Theory and Methods. KW - Statistics for Life Sciences, Medicine, Health Sciences. KW - Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. KW - Computer files KW - Electronic information resources KW - Statistics KW - Probabilities KW - Sampling (Statistics) KW - Distribution (Probability theory. KW - Statistical analysis KW - Statistical data KW - Statistical science KW - Econometrics KW - Optimization (Mathematics) KW - Optimization techniques KW - Optimization theory KW - Systems optimization KW - Mathematical analysis KW - Maxima and minima KW - Operations research KW - Simulation methods KW - System analysis KW - Math KW - Science KW - Distribution functions KW - Frequency distribution KW - Characteristic functions KW - Statistics . KW - Engineering KW - Engineering analysis KW - Probability KW - Combinations KW - Chance KW - Least squares KW - Mathematical statistics KW - Risk UR - https://www.unicat.be/uniCat?func=search&query=sysid:8135607 AB - An outgrowth of the 12th International Conference on Applied Stochastic Models and Data Analysis, this book is a collection of invited chapters presenting recent developments in the field of data analysis, with applications to reliability and inference, data mining, bioinformatics, lifetime data, and neural networks. Emphasized throughout the volume are new methods with the potential for solving real-world problems in various areas. The book is divided into eight major sections: * Data Mining and Text Mining * Information Theory and Statistical Applications * Asymptotic Behaviour of Stochastic Processes and Random Fields * Bioinformatics and Markov Chains * Life Table Data, Survival Analysis, and Risk in Household Insurance * Neural Networks and Self-Organizing Maps * Parametric and Nonparametric Statistics * Statistical Theory and Methods Advances in Data Analysis is a useful reference for graduate students, researchers, and practitioners in statistics, mathematics, engineering, economics, social science, bioengineering, and bioscience. ER -