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20140310151441.0 |
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100301s2010 xxu| s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780817647995 |
|
978-0-8176-4799-5 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA276-280 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.5 |
| Edition number |
23 |
| 264 #1 - |
|---|
| -- |
Boston : |
| -- |
Birkhäuser Boston, |
| -- |
2010. |
| 912 ## - |
|---|
| -- |
ZDB-2-SMA |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Skiadas, Christos H. |
| Relator term |
editor. |
| 245 10 - IMMEDIATE SOURCE OF ACQUISITION NOTE |
|---|
| Title |
Advances in Data Analysis |
| Medium |
[electronic resource] : |
| Remainder of title |
Theory and Applications to Reliability and Inference, Data Mining, Bioinformatics, Lifetime Data, and Neural Networks / |
| Statement of responsibility, etc |
edited by Christos H. Skiadas. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Other physical details |
online resource. |
| 440 1# - SERIES STATEMENT/ADDED ENTRY--TITLE |
|---|
| Title |
Statistics for Industry and Technology |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
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 – 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. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
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. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Statistics. |
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| Topical term or geographic name as entry element |
Mathematics. |
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| Topical term or geographic name as entry element |
Operations research. |
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|---|
| Topical term or geographic name as entry element |
Distribution (Probability theory). |
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|---|
| Topical term or geographic name as entry element |
Mathematical statistics. |
|
|---|
| Topical term or geographic name as entry element |
Statistics. |
|
|---|
| Topical term or geographic name as entry element |
Statistical Theory and Methods. |
|
|---|
| Topical term or geographic name as entry element |
Probability Theory and Stochastic Processes. |
|
|---|
| Topical term or geographic name as entry element |
Statistics for Life Sciences, Medicine, Health Sciences. |
|
|---|
| Topical term or geographic name as entry element |
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. |
|
|---|
| Topical term or geographic name as entry element |
Applications of Mathematics. |
|
|---|
| Topical term or geographic name as entry element |
Operations Research, Mathematical Programming. |
| 710 2# - ADDED ENTRY--CORPORATE NAME |
|---|
| Corporate name or jurisdiction name as entry element |
SpringerLink (Online service) |
| 773 0# - HOST ITEM ENTRY |
|---|
| Title |
Springer eBooks |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Printed edition: |
| International Standard Book Number |
9780817647988 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
http://dx.doi.org/10.1007/978-0-8176-4799-5 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
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| Item type |
E-Book |
