Towards Advanced Data Analysis by Combining Soft Computing and Statistics

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 3642443745
• ISBN13: 9783642443749
• Release Date: September 2014
• Publisher: Springer
• Length: 378 Pages
• Weight: 1.20 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"