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meifly (version 0.3)

Interactive model exploration using GGobi

Description

Exploratory model analysis. Fit and graphical explore ensembles of linear models.

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Version

Install

install.packages('meifly')

Monthly Downloads

180

Version

0.3

License

MIT + file LICENSE

Issues

1

Pull Requests

0

Stars

17

Forks

2

Maintainer

Hadley Wickham

Last Published

April 23rd, 2014

Functions in meifly (0.3)

summary.ensemble

Returns degrees of freedom, log likelihood, R-squared, AIC, BIC and adjusted R-squared.
findmodels

General ensemble of models from models in global workspace'
new_ensemble

Create a new ensemble of models.
residuals.ensemble

Calculate residuals for all models in ensemble.
fitall

Fit all combinations of x variables ($2^p$).
fitbest

Use the leaps package to generate the best subsets.
lmboot

Generate linear models by bootstrapping observations
summary.variable_ensemble

Summarise variable ensemble.
summary.resid_ensemble

Summarise residuals from ensemble.
meifly

Interactive model ensemble exploration.
coef.ensemble

Calculcate coefficients for all models in ensemble. Returns raw, t-value, absolute t-value, and standardised coefficent values.