Benchmark and Frontier Analysis Using DEA and SFA

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Documentation for package ‘Benchmarking’ version 0.32

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Benchmarking-package Data Envelopment Analyses (DEA) and Stochastic Frontier Analyses (SFA) - Model Estimations and Efficiency Measuring
Benchmarking Data Envelopment Analyses (DEA) and Stochastic Frontier Analyses (SFA) - Model Estimations and Efficiency Measuring
boot.fear Bootstrap DEA models
charnes1981 Data: Charnes et al. (1981): Program follow through
coef.sfa Stochastic frontier estimation
cost.opt DEA optimal cost, revenue, and profit
critValue Critical values from bootstrapped DEA models
dea DEA efficiency
dea.add Additive DEA model
dea.boot Bootstrap DEA models
dea.direct Directional efficiency
dea.dual Dual DEA models and assurance regions
dea.merge Estimate potential merger gains and their decompositions
dea.plot Plot of DEA technologies
dea.plot.frontier Plot of DEA technologies
dea.plot.isoquant Plot of DEA technologies
dea.plot.transform Plot of DEA technologies
eff Calculate efficiencies for Farrell and sfa object
eff.dens Estimate and plot density of efficiencies
eff.dens.plot Estimate and plot density of efficiencies
eff.Farrell Calculate efficiencies for Farrell and sfa object
eff.sfa Calculate efficiencies for Farrell and sfa object
efficiencies Calculate efficiencies for Farrell and sfa object
efficiencies.default Calculate efficiencies for Farrell and sfa object
efficiencies.Farrell Calculate efficiencies for Farrell and sfa object
efficiencies.sfa Calculate efficiencies for Farrell and sfa object
eladder Efficiency ladder for a single firm
eladder.plot Efficiency ladder for a single firm
eladder2 Efficiency ladder for a single firm
excess Excess input compared over frontier input
get.number.peers Find peer firms and units
get.peers.lambda Find peer firms and units
get.which.peers Find peer firms and units
lambda Lambdas or the weight of the peers
lambda.print Lambdas or the weight of the peers
lambda.sfa Stochastic frontier estimation
logLik.sfa Stochastic frontier estimation
make.merge Make an aggregation matrix to perform mergers
malmq Malmquist index
malmquist Malmquist index for firms in a panel
mea MEA multi-directional efficiency analysis
mea.lines MEA multi-directional efficiency analysis
milkProd Data: Milk producers
norWood2004 Data: Forestry in Norway
outlier.ap Detection of outliers in benchmark models
outlier.ap.plot Detection of outliers in benchmark models
outlierC.ap Detection of outliers in benchmark models
peers Find peer firms and units
pigdata Data: Multi-output pig producers
print.cost.opt DEA optimal cost, revenue, and profit
print.Farrell DEA efficiency
print.profit.opt DEA optimal cost, revenue, and profit
print.revenue.opt DEA optimal cost, revenue, and profit
print.sfa Stochastic frontier estimation
print.slack Calculate slack in an efficiency analysis
profit.opt DEA optimal cost, revenue, and profit
projekt Data: Milk producers
residuals.sfa Stochastic frontier estimation
revenue.opt DEA optimal cost, revenue, and profit
sdea Super efficiency
sfa Stochastic frontier estimation
sfa.cost Stochastic frontier estimation
sigma2.sfa Stochastic frontier estimation
sigma2u.sfa Stochastic frontier estimation
sigma2v.sfa Stochastic frontier estimation
slack Calculate slack in an efficiency analysis
stoned Convex nonparametric least squares
summary.cost.opt DEA optimal cost, revenue, and profit
summary.Farrell DEA efficiency
summary.profit.opt DEA optimal cost, revenue, and profit
summary.revenue.opt DEA optimal cost, revenue, and profit
summary.sfa Stochastic frontier estimation
summary.slack Calculate slack in an efficiency analysis
te.add.sfa Stochastic frontier estimation
te.sfa Stochastic frontier estimation
teBC.sfa Stochastic frontier estimation
teJ.sfa Stochastic frontier estimation
teMode.sfa Stochastic frontier estimation
typeIerror Probability of type I error for test in a bootstrap DEA model