Product detail

fuzzyreg: Fuzzy Linear Regression

ŠKRABÁNEK, P. MARTÍNKOVÁ, N.

English title

fuzzyreg: Fuzzy Linear Regression

Type

Software

Language

en

Original 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 in English

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

Create date

2021-09-01

Location

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

BIBTEX


@misc{BUT180423,
  author="Pavel {Škrabánek} and Natália {Martínková}",
  title="fuzzyreg: Fuzzy Linear Regression",
  year="2021",
  url="https://cran.r-project.org/web/packages/fuzzyreg/index.html",
  note="Software"
}