CRAN/E | heuristica

heuristica

Heuristics Including Take the Best and Unit-Weight Linear

Installation

About

Implements various heuristics like Take The Best and unit-weight linear, which do two-alternative choice: which of two objects will have a higher criterion? Also offers functions to assess performance, e.g. percent correct across all row pairs in a data set and finding row pairs where models disagree. New models can be added by implementing a fit and predict function– see vignette. Take The Best was first described in: Gigerenzer, G. & Goldstein, D. G. (1996) doi:10.1037/0033-295X.103.4.650. All of these heuristics were run on many data sets and analyzed in: Gigerenzer, G., Todd, P. M., & the ABC Group (1999). .

github.com/jeanimal/heuristica
Bug report File report

Key Metrics

Version 1.0.3
R ≥ 3.1.0
Published 2021-09-08 961 days ago
Needs compilation? no
License MIT
License File
CRAN checks heuristica results

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Maintainer

Maintainer

Jean Whitmore

jeanimal@gmail.com

Authors

Jean Whitmore

aut / cre

Daniel Barkoczi

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

README
Confusion Matrix
Comparing performance of simple heuristics
How to make your own heuristic
Reproducing Results

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

heuristica archive

Depends

R ≥ 3.1.0

Imports

Hmisc

Suggests

devtools
ggplot2
glmnet
knitr
plyr
reshape
reshape2
rmarkdown
testthat