SAFD — An R Package for Statistical Analysis of Fuzzy Data

DOI10.1007/978-3-642-30278-7_10zbMath1348.62007OpenAlexW1795644837MaRDI QIDQ2829646

Julia Lastra, Wolfgang Trutschnig, María Asunción Lubiano

Publication date: 8 November 2016

Published in: Towards Advanced Data Analysis by Combining Soft Computing and Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-642-30278-7_10

Mathematics Subject Classification ID

Related Items (10)

Fuzzy rating scales: does internal consistency of a measurement scale benefit from coping with imprecision and individual differences in psychological rating? ⋮ Central tendency for symmetric random fuzzy numbers ⋮ The median of a random fuzzy number. The 1-norm distance approach ⋮ Hypothesis testing for means in connection with fuzzy rating scale-based data: algorithms and applications ⋮ Statistical reasoning with set-valued information: ontic vs. epistemic views ⋮ Rejoinder on ``A distance-based statistical analysis of fuzzy number-valued data ⋮ Fuzzy Rating vs. Fuzzy Conversion Scales: An Empirical Comparison through the MSE ⋮ OPTIMAL STATISTICAL TESTS BASED ON FUZZY RANDOM VARIABLES ⋮ SAFD ⋮ Arithmetic and Distance-Based Approach to the Statistical Analysis of Imprecisely Valued Data

Uses Software

• R

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• A strong consistency result for fuzzy relative frequencies interpreted as estimator for the fuzzy-valued probability
• A new family of metrics for compact, convex (fuzzy) sets based on a generalized concept of mid and spread
• Simulation of fuzzy random variables
• Statistical inference about the means of fuzzy random variables: applications to the analysis of fuzzy- and real-valued data
• Estimation of a simple linear regression model for fuzzy random variables
• The concept of a linguistic variable and its application to approximate reasoning. I
• The median of a random fuzzy number. The 1-norm distance approach
• Fuzzy random variables

This page was built for publication: SAFD — An R Package for Statistical Analysis of Fuzzy Data