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fuzzyreg (version 0.6.2)

Fuzzy Linear Regression

Description

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) , Hung & Yang (2006) , Lee & Tanaka (1999) , Nasrabadi, Nasrabadi & Nasrabady (2005) , Skrabanek, Marek & Pozdilkova (2021) , Tanaka, Hayashi & Watada (1989) , Zeng, Feng & Li (2017) .

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Version

Install

install.packages('fuzzyreg')

Monthly Downloads

247

Version

0.6.2

License

GPL-3

Maintainer

Natalia Martinkova

Last Published

March 10th, 2023

Functions in fuzzyreg (0.6.2)

moflr

Fuzzy Linear Regression Using the Multi-Objective Fuzzy Linear Regression Method
prodSfuzzy

Product of a Scalar and a Triangular Fuzzy Number
sumFuzzy

Sum of Two Triangular Fuzzy Numbers
summary.fuzzylm

Summarizes Fuzzy Linear Regression
GOF

Goodness of Fit of Fuzzy Regression Model
coef.fuzzylm

Extract Model Coefficients from Fuzzy Linear Model
fuzzify

Convert Real Value Numbers to Triangular Fuzzy Numbers
flar

Fuzzy Linear Regression using the Fuzzy Least Absolute Residual Method
fuzzydat

Data For Fuzzy Linear Regression
plr

Fuzzy Linear Regression Using the Possibilistic Linear Regression Method
plrls

Fuzzy Linear Regression using the Possibilistic Linear Regression with Least Squares Method
bfrl

Fuzzy Linear Regression Using the Boskovitch Fuzzy Regression Line Method
TEF

Total Error of Fit of Fuzzy Regression Model
fuzzylm

Fuzzy Linear Regression
dom

Real Value Degree of Membership to a Triangular Fuzzy Number
fls

Fuzzy Linear Regression using the Fuzzy Least Squares Method
predict.fuzzylm

Predict Method for Fuzzy Linear Regression
print.summary.fuzzylm

Prints Fuzzy Linear Regression Summary
prodFuzzy

Product of Two Triangular Fuzzy Numbers
bats

Temperature Data of Hibernating Bats and Climate at Site
print.fuzzylm

Prints Fuzzy Linear Regression Result
oplr

Fuzzy Linear Regression Using the Possibilistic Linear Regression with Omission Method
plot.fuzzylm

Plot Fuzzy Linear Regression