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Towards Advanced Data Analysis by Combining Soft Computing and Statistics

Studies in Fuzziness and Soft Computing 285

Erschienen am 29.08.2012, 1. Auflage 2012
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Bibliografische Daten
ISBN/EAN: 9783642302770
Sprache: Englisch
Umfang: x, 378 S.
Einband: gebundenes Buch

Beschreibung

InhaltsangabeFrom the Contents: Arithmetic and Distance-Based Approach to the Statistical Analysis of Imprecisely Valued Data.- Linear Regression Analysis for Interval-valued Data Based on Set Arithmetic: A Bootstrap Confidence Intervals for the Parameters of a Linear Regression Model with Fuzzy Random Variables.- On the Estimation of the Regression Model M for Interval Data.- Hybrid Least-Squares Regression Modelling Using Confidence.- Testing the Variability of Interval Data: An Application to Tidal Fluctuation.-Comparing the Medians of a Random Interval Defined by Means of Two Different L1 Metrics.-Comparing the Representativeness of the 1-norm Median for Likert and Free-response Fuzzy Scales.-Fuzzy Probability Distributions in Reliability Analysis, Fuzzy HPD-regions, and Fuzzy Predictive Distributions.