Exact Variable-Subset Selection in Linear Regression


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Documentation for package ‘lmSubsets’ version 0.5-2

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lmSubsets-package Package 'lmSubsets'
AIC.lmSelect Extract AIC values from a subset regression
AIC.lmSubsets Extract AIC values from a subset regression
AirPollution Air pollution and mortality
BIC.lmSelect Extract BIC values from a subset regression
BIC.lmSubsets Extract BIC values from a subset regression
coef.lmSelect Extract the ceofficients from a subset regression
coef.lmSubsets Extract the ceofficients from a subset regression
deviance.lmSelect Extract the deviance from a subset regression
deviance.lmSubsets Extract the deviance from a subset regression
fitted.lmSelect Extract the fitted values from a subset regression
fitted.lmSubsets Extract the fitted values from a subset regression
formula.lmSelect Extract a formula from a subset regression
formula.lmSubsets Extract a formula from a subset regression
IbkTemperature Temperature observations and numerical weather predictions for Innsbruck
image.lmSelect Heatmap of a subset regression
image.lmSubsets Heatmap of a subset regression
lmSelect Best-subset regression
lmSelect.default Best-subset regression
lmSelect.lmSubsets Best-subset regression
lmSelect.matrix Best-subset regression
lmSelect_fit Best-subset regression
lmSubsets All-subsets regression
lmSubsets.default All-subsets regression
lmSubsets.matrix All-subsets regression
lmSubsets_fit All-subsets regression
logLik.lmSelect Extract the log-likelihood from a subset regression
logLik.lmSubsets Extract the log-likelihood from a subset regression
model.frame.lmSelect Extract the model frame from a subset regression
model.frame.lmSubsets Extract the model frame from a subset regression
model.matrix.lmSelect Extract a model matrix from a subset regression
model.matrix.lmSubsets Extract a model matrix from a subset regression
model_response Model response
model_response.default Model response
model_response.lmSelect Extract the model response from a subset regression
model_response.lmSubsets Extract the model response from a subset regression
plot.lmSelect Plot a subset regression
plot.lmSubsets Plot a subset regression
print.lmSelect Best-subset regression
print.lmSubsets All-subsets regression
print.summary.lmSelect Summarize a subset regression
print.summary.lmSubsets Summarize a subset regression
refit Refitting models
refit.lmSelect Refit a subset regression
refit.lmSubsets Refit a subset regression
residuals.lmSelect Extract the residuals from all-subsets regression
residuals.lmSubsets Extract the residuals from all-subsets regression
sigma.lmSelect Extract the residual standard deviation from a subset regression
sigma.lmSubsets Extract the residual standard deviation from a subset regression
summary.lmSelect Summarize a subset regression
summary.lmSubsets Summarize a subset regression
variable.names.lmSelect Extract variable names from a subset regression
variable.names.lmSubsets Extract variable names from a subset regression
vcov.lmSelect Extract the variance-covariance matrix from a subset regression
vcov.lmSubsets Extract the variance-covariance matrix from a subset regression