Package: fuzzyreg 0.6.2

fuzzyreg: Fuzzy Linear Regression

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>.

Authors:Pavel Skrabanek [aut, cph], Natalia Martinkova [aut, cre, cph]

fuzzyreg_0.6.2.tar.gz
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fuzzyreg.pdf |fuzzyreg.html
fuzzyreg/json (API)
NEWS

# Install 'fuzzyreg' in R:
install.packages('fuzzyreg', repos = c('https://nmartinkova.r-universe.dev', 'https://cloud.r-project.org'))
Datasets:
  • bats - Temperature Data of Hibernating Bats and Climate at Site
  • fuzzydat - Data For Fuzzy Linear Regression

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.38 score 24 scripts 311 downloads 15 exports 4 dependencies

Last updated 2 years agofrom:e3c61ed529. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 19 2025
R-4.5-winOKMar 19 2025
R-4.5-macOKMar 19 2025
R-4.5-linuxOKMar 19 2025
R-4.4-winOKMar 19 2025
R-4.4-macOKMar 19 2025
R-4.4-linuxOKMar 19 2025
R-4.3-winOKMar 19 2025
R-4.3-macOKMar 19 2025

Exports:bfrldomflarflsfuzzifyfuzzylmGOFmoflroplrplrplrlsprodFuzzyprodSfuzzysumFuzzyTEF

Dependencies:limSolvelpSolveMASSquadprog

Getting Started with Fitting Fuzzy Linear Regression Models in R

Rendered fromGettingStarted.Rmdusingknitr::rmarkdownon Mar 19 2025.

Last update: 2023-03-10
Started: 2023-03-09