Advances in Data Analysis Theory and Applications to Reliability and Inference, Data Mining, Bioinformatics, Lifetime Data, and Neural Networks /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Skiadas, Christos H. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston : Birkhäuser Boston, 2010.
• Σειρά: Statistics for Industry and Technology
• Θέματα: Mathematics.; Applied mathematics.; Engineering mathematics.; Mathematical optimization.; Probabilities.; Statistics.; Probability Theory and Stochastic Processes.; Applications of Mathematics.; Optimization.; Statistical Theory and Methods.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

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, an...

Πίνακας περιεχομένων:

• I Data Mining and Text Mining
• Assessing the Stability of Supplementary Elements on Principal Axes Maps Through Bootstrap Resampling. Contribution to Interpretation in Textual Analysis
• A Doubly Projected Analysis for Lexical Tables
• Analysis of a Mixture of Closed and Open-Ended Questions in the Case of a Multilingual Survey
• Number of Frequent Patterns in Random Databases
• II Information Theory and Statistical Applications
• Measures of Divergence in Model Selection
• High Leverage Points and Outliers in Generalized Linear Models for Ordinal Data
• On a Minimization Problem Involving Divergences and Its Applications
• III Asymptotic Behaviour of Stochastic Processes and Random Fields
• Remarks on Stochastic Models Under Consideration
• New Invariance Principles for Critical Branching Process in Random Environment
• Gaussian Approximation for Multichannel Queueing Systems
• Stochastic Insurance Models, Their Optimality and Stability
• Central Limit Theorem for Random Fields and Applications
• A Berry #x2013; Esseen Type Estimate for Dependent Systems on Transitive Graphs
• Critical and Subcritical Branching Symmetric Random Walks on -Dimensional Lattices
• IV Bioinformatics and Markov Chains
• Finite Markov Chain Embedding for the Exact Distribution of Patterns in a Set of Random Sequences
• On the Convergence of the Discrete-Time Homogeneous Markov Chain
• V Life Table Data, Survival Analysis and Risk in Household Insurance
• Comparing the Gompertz-Type Models with a First Passage Time Density Model
• A Comparison of Recent Procedures in Weibull Mixture Testing
• Hierarchical Bayesian Modelling of Geographic Dependence of Risk in Household Insurance
• VI Neural Networks and Self-Organizing Maps
• The FCN Framework: Development and Applications
• On the Use of Self-Organising Maps to Analyse Spectral Data
• Neuro-Fuzzy Versus Traditional Models for Forecasting Wind Energy Production
• VII Parametric and Non-parametric Statistics
• Nonparametric Comparison of Several Sequential -out-of- Systems
• Adjusting -Values when Is Large in the Presence of Nuisance Parameters
• VIII Statistical Theory and Methods
• Fitting Pareto II Distributions on Firm Size: Statistical Methodology and Economic Puzzles
• Application of Extreme Value Theory to Economic Capital Estimation
• Multiresponse Robust Engineering: Industrial Experiment Parameter Estimation
• Inference for Binomial Change Point Data.