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'))

Peer review:

Datasets:
  • bats - Temperature Data of Hibernating Bats and Climate at Site
  • fuzzydat - Data For Fuzzy Linear Regression

On CRAN:

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 324 downloads 15 exports 4 dependencies

Last updated 2 years agofrom:e3c61ed529. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 19 2024
R-4.5-winOKNov 19 2024
R-4.5-linuxOKNov 19 2024
R-4.4-winOKNov 19 2024
R-4.4-macOKNov 19 2024
R-4.3-winOKNov 19 2024
R-4.3-macOKNov 19 2024

Exports:bfrldomflarflsfuzzifyfuzzylmGOFmoflroplrplrplrlsprodFuzzyprodSfuzzysumFuzzyTEF

Dependencies:limSolvelpSolveMASSquadprog

Getting Started with Fitting Fuzzy Linear Regression Models in R

Rendered fromGettingStarted.Rmdusingknitr::rmarkdownon Nov 19 2024.

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