Fuzzy Linear Regression
Fuzzy Linear Regression Using the Boskovitch Fuzzy Regression Line Met...
Extract Model Coefficients from Fuzzy Linear Model
Real Value Degree of Membership to a Triangular Fuzzy Number
Fuzzy Linear Regression using the Fuzzy Least Absolute Residual Method
Fuzzy Linear Regression using the Fuzzy Least Squares Method
Convert Real Value Numbers to Triangular Fuzzy Numbers
Fuzzy Linear Regression
Goodness of Fit of Fuzzy Regression Model
Fuzzy Linear Regression Using the Multi-Objective Fuzzy Linear Regress...
Fuzzy Linear Regression Using the Possibilistic Linear Regression with...
Plot Fuzzy Linear Regression
Fuzzy Linear Regression Using the Possibilistic Linear Regression Meth...
Fuzzy Linear Regression using the Possibilistic Linear Regression with...
Predict Method for Fuzzy Linear Regression
Prints Fuzzy Linear Regression Result
Prints Fuzzy Linear Regression Summary
Product of Two Triangular Fuzzy Numbers
Product of a Scalar and a Triangular Fuzzy Number
Sum of Two Triangular Fuzzy Numbers
Summarizes Fuzzy Linear Regression
Total Error of Fit of Fuzzy Regression Model
Estimators for fuzzy linear regression. The functions estimate parameters of fuzzy linear regression models with crisp or fuzzy independent variables (triangular fuzzy numbers are supported). Implements multiple methods for parameter estimation and algebraic operations with triangular fuzzy numbers. Includes functions for summarising, printing and plotting the model fit. Calculates predictions from the model and total error of fit. Individual methods are described in Diamond (1988) <doi:10.1016/0020-0255(88)90047-3>, Hung & Yang (2006) <doi:10.1016/j.fss.2006.08.004>, Lee & Tanaka (1999) <doi:10.15807/jorsj.42.98>, Nasrabadi, Nasrabadi & Nasrabady (2005) <doi:10.1016/j.amc.2004.02.008>, Skrabanek, Marek & Pozdilkova (2021) <doi:10.3390/math9060685>, Tanaka, Hayashi & Watada (1989) <doi:10.1016/0377-2217(89)90431-1>, Zeng, Feng & Li (2017) <doi:10.1016/j.asoc.2016.09.029>.