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Produktbild: Combining Soft Computing and Statistical Methods in Data Analysis
Band 77

Combining Soft Computing and Statistical Methods in Data Analysis

Aus der Reihe Advances in Intelligent and Soft Computing

299,99 €

inkl. gesetzl. MwSt., Versandkostenfrei

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

11.08.2010

Abbildungen

XVIII, 96 illus., schwarz-weiss Illustrationen

Herausgeber

Christian Borgelt + weitere

Verlag

Springer Berlin

Seitenzahl

644

Maße (L/B/H)

23,3/15,7/4,1 cm

Gewicht

1084 g

Auflage

2010. Edition

Sprache

Englisch

ISBN

978-3-642-14745-6

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

11.08.2010

Abbildungen

XVIII, 96 illus., schwarz-weiss Illustrationen

Herausgeber

Verlag

Springer Berlin

Seitenzahl

644

Maße (L/B/H)

23,3/15,7/4,1 cm

Gewicht

1084 g

Auflage

2010. Edition

Sprache

Englisch

ISBN

978-3-642-14745-6

Herstelleradresse

Springer Nature Customer Service Center GmbH
Europaplatz 3
69115 Heidelberg
DE
ProductSafety@springernature.com

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  • Produktbild: Combining Soft Computing and Statistical Methods in Data Analysis
  • Prior Knowledge in the Classification of Biomedical Data.- Estimation of a Simple Genetic Algorithm Applied to a Laboratory Experiment.- A Comparison of Robust Methods for Pareto Tail Modeling in the Case of Laeken Indicators.- R Code for Hausdorff and Simplex Dispersion Orderings in the 2D Case.- On Some Confidence Regions to Estimate a Linear Regression Model for Interval Data.- Possibilistic Coding: Error Detection vs. Error Correction.- Coherent Correction for Conditional Probability Assessments with R.- Inferential Rules for Weak Graphoid.- Fast Factorization of Probability Trees and Its Application to Recursive Trees Learning.- Option Pricing in Incomplete Markets Based on Partial Information.- Lorenz Curves of extrema.- Likelihood in a Possibilistic and Probabilistic Context: A Comparison.- Nonparametric Predictive Inference for Order Statistics of Future Observations.- Expected Pair-Wise Comparison of the Outcomes of a Fuzzy Random Variable.- The Behavioral Meaning of the Median.- Functional Classification and the Random Tukey Depth. Practical Issues.- On Concordance Measures and Copulas with Fractal Support.- Factorisation Properties of the Strong Product.- Hadamard Majorants for the Convex Order and Applications.- How to Avoid LEM Cycles in Mutual Rank Probability Relations.- Functional Inequalities Characterizing the Frank Family of Copulas.- Recent Developments in Censored, Non-Markov Multi-State Models.- Maximum Likelihood from Evidential Data: An Extension of the EM Algorithm.- A Decision Rule for Imprecise Probabilities Based on Pair-Wise Comparison of Expectation Bounds.- Handling Bipolar Knowledge with Credal Sets.- Coherent Upper Conditional Previsions and Their Integral Representation with Respect to Hausdorff Outer Measures.- Statistical Inference with Belief Functions and Possibility Measures: A Discussion of Basic Assumptions.- Representation of Exchangeable Sequences by Means of Copulas.- Area-Level Time Models for Small Area Estimation of Poverty Indicators.- Flood Analysis: On the Automation of the Geomorphological-Historical Method.- Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces.- Inverse Problems and Model Reduction Techniques.- A Linearity Test for a Simple Regression Model with LR Fuzzy Response.- Soft Methods in Robust Statistics.- S-Statistics and Their Basic Properties.- Particle Swarm Optimization and Inverse Problems.- Linear Approximations to the Power Function of Robust Tests.- Decision Support for Evolving Clustering.- On Jaffray’s Decision Model for Belief Functions.- Quasi Conjunction and p-Entailment in Nonmonotonic Reasoning.- Elements of Robust Regression for Data with Absolute and Relative Information.- On Testing Fuzzy Independence Application in Quality Control.- The Fisher’s Linear Discriminant.- Testing Archimedeanity.- An Attempt to Define Graphical Models in Dempster-Shafer Theory of Evidence.- Comparison of Time Series via Classic and Temporal Protoforms of Linguistic Summaries: An Application to Mutual Funds and Their Benchmarks.- Mining Gradual Dependencies Based on Fuzzy Rank Correlation.- From Probabilities to Belief Functions on MV-Algebras.- Soft Methods in Trend Detection.- Linguistic Decision Trees for Fusing Tidal Surge Forecasting Models.- Set-Valued Square Integrable Martingales and Stochastic Integral.- Smooth Transition from Mixed Models to Fixed Models.- Mixture Models with a Black-Hole Component.- On the Preservations of Contractions: An Application to Stochastic Orders.- A New Multivariate Stochastic Order, Main Properties.- ANOVA for Fuzzy Random Variables Using the R-package SAFD.- Probability Tree Factorisation with Median Free Term.- Comparison of Random Variables Coupled by Archimedean Copulas.- Two-Way Analysis of Variance for Interval-Valued Data.- Estimating the Variance of a Kernel Density Estimation.- Uncertainty Invariance Transformation in Continuous Case.- Detection of Outliers Using Robust Principal Component Analysis: A Simulation Study.- Exploiting Sparse Dependence Structure in Model Based Classification.- Independence Tests for Uncertain Data with a Frequentist Method.- Why Imprecise Regression: A Discussion.- Power Analysis of the Homoscedasticity Test for Random Fuzzy Sets.- Periodic Generalized-Differentiable Solutions to Fuzzy Differential Equations.- The Selection of the Shrinkage Region in Small Area Estimation.- Set-Valued Stochastic Processes and Sets of Probability Measures Induced by Stochastic Differential Equations with Random Set Parameters.- Coupled Brownian Motion.- The Median of a Random Interval.- The Use of Sets of Stochastic Operators to Constructing Imprecise Probabilities.- Prediction of Future Order Statistics from the Uniform Distribution.- Balance Sheet Approach to Agent-Based Computational Economics: The EURACE Project.- Connections between Statistical Depth Functions and Fuzzy Sets.- An Alternative Approach to Evidential Network Construction.- Large Deviations of Random Sets and Random Upper Semicontinuous Functions.- A Note of Proposed Privacy Measures in Randomized Response Models.