Maximum likelihood estimation of a log-concave density

[Package List] [Top]

Documentation for package ‘LogConcDEAD’ version 1.1-1

Help Pages

LogConcDEAD-package Maximum likelihood estimation of a log-concave density in arbitrary dimensions
lcd.eval Evaluate the log-concave MLE at a point
lcd.interp Evaluate the log-concave MLE of 2-d data on a grid for plotting
lcd.marg Find axis-aligned marginals of the MLE for 2-d data
lcd.marg2 Find axis-aligned marginals of the MLE for 2-d data
lcd.mle Compute the maximum likelihood estimator of a log-concave density
lcd.sample Sample from the MLE of a log-concave density using rejection sampling
lcd.weights Compute the maximum weighted likelihood estimator of a log-concave density
LogConcDEAD Maximum likelihood estimation of a log-concave density in arbitrary dimensions
plot.LCDweights Plot function for weighted log-concave estimator
plot.LogConcDEAD Plot function for log-concave MLE