ISBN-10:
3642302777
ISBN-13:
9783642302770
Pub. Date:
08/29/2012
Publisher:
Springer Berlin Heidelberg
Towards Advanced Data Analysis by Combining Soft Computing and Statistics / Edition 1

Towards Advanced Data Analysis by Combining Soft Computing and Statistics / Edition 1

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Product Details

ISBN-13: 9783642302770
Publisher: Springer Berlin Heidelberg
Publication date: 08/29/2012
Series: Studies in Fuzziness and Soft Computing , #285
Edition description: 2013
Pages: 378
Product dimensions: 6.10(w) x 9.25(h) x 0.03(d)

Table of Contents

From 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.

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