rFSA: Feasible Solution Algorithm for Finding Best Subsets and Interactions

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Uses the lm() and glm() functions to fit models generated from a feasible solution algorithm. The feasible solution algorithm comes up with model forms of a specific type that can have fixed variables, higher order interactions and their lower order terms.

Author
Joshua Lambert <joshua.lambert@uky.edu>
Date of publication
2016-10-18 10:20:52
Maintainer
Joshua Lambert <joshua.lambert@uky.edu>
License
GPL-2
Version
0.1.0

View on CRAN

Man pages

adj.r.squared
An rFSA Criterion Function.
apress
An rFSA Criterion Function.
bdist
An rFSA Criterion Function.
fitmodels
Model fitting function for FSA solutions
fitted.FSA
Fitted Values for FSA solutions
glmFSA
rFSA: Feasible Solution Algorithm (FSA) for Generalized...
int.p.val
An rFSA Criterion Function.
list.criterion
List all included Criteria function for lmFSA and glmFSA.
lmFSA
rFSA: Feasible Solution Algorithm (FSA) for Linear Models
nextswap
Variables to include in the >1st step of an mth order...
plot.FSA
Diagnostic Plots for FSA solutions
predict.FSA
Prediction function for FSA solutions
print.FSA
Printing function for FSA solutions
rmse
An rFSA Criterion Function.
r.squared
An rFSA Criterion Function.
rstart
Random starts with m variables
summary.FSA
Summary function for FSA solutions
swaps
Variables to include in first steip of an mth order...
which.max.na
An rFSA Internal Function.
which.min.na
An rFSA Internal Function.

Files in this package

rFSA
rFSA/NAMESPACE
rFSA/R
rFSA/R/fitmodels.R
rFSA/R/lmFSA.R
rFSA/R/summary.FSA.R
rFSA/R/plot.FSA.R
rFSA/R/swaps.R
rFSA/R/print.FSA.R
rFSA/R/fitted.FSA.R
rFSA/R/glmFSA.R
rFSA/R/predict.FSA.R
rFSA/R/criterion.R
rFSA/R/rstart.R
rFSA/MD5
rFSA/DESCRIPTION
rFSA/man
rFSA/man/bdist.Rd
rFSA/man/which.max.na.Rd
rFSA/man/predict.FSA.Rd
rFSA/man/rmse.Rd
rFSA/man/lmFSA.Rd
rFSA/man/nextswap.Rd
rFSA/man/int.p.val.Rd
rFSA/man/fitmodels.Rd
rFSA/man/fitted.FSA.Rd
rFSA/man/plot.FSA.Rd
rFSA/man/r.squared.Rd
rFSA/man/list.criterion.Rd
rFSA/man/swaps.Rd
rFSA/man/adj.r.squared.Rd
rFSA/man/print.FSA.Rd
rFSA/man/rstart.Rd
rFSA/man/apress.Rd
rFSA/man/glmFSA.Rd
rFSA/man/which.min.na.Rd
rFSA/man/summary.FSA.Rd