Product detail

fuzzyreg: Fuzzy Linear Regression

ŠKRABÁNEK, P. MARTÍNKOVÁ, N.

Product type

software

Abstract

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. Diamond (1988) , Hung & Yang (2006) , Lee & Tanaka (1999) , Nasrabadi, Nasrabadi & Nasrabady (2005) , Skrabanek, Marek & Pozdilkova (2021) , Tanaka, Hayashi & Watada (1989) , Zeng, Feng & Li (2017) .

Keywords

possibilistic-based fuzzy regression; Fuzzy regression; statistics-based fuzzy regression; R; fuzzy set

Create date

1. 9. 2021

Location

https://cran.r-project.org/web/packages/fuzzyreg/index.html

Possibilities of use

Využití výsledku jiným subjektem je možné bez nabytí licence (výsledek není licencován)

Licence fee

Poskytovatel licence na výsledek nepožaduje licenční poplatek

www

https://cran.r-project.org/web/packages/fuzzyreg/index.html