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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
0.3.1
0.3
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Install
install.packages('meifly')
Monthly Downloads
254
Version
0.3
License
MIT + file LICENSE
Issues
1
Pull Requests
0
Stars
16
Forks
2
Repository
https://github.com/hadley/meifly
Maintainer
Hadley Wickham
Last Published
April 23rd, 2014
Functions in meifly (0.3)
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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.