Maximum likelihood estimation of a log-concave density


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Documentation for package ‘LogConcDEAD’ version 1.2-0

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LogConcDEAD-package Maximum likelihood estimation of a log-concave density in arbitrary dimensions
lcd.eval Evaluate the log-concave MLE at a point
lcd.getweights Given a matrix of data, find how many times each occurs
lcd.interp Evaluate the log-concave MLE of 2-d data on a grid for plotting
lcd.marg Finds marginals of multivariate logconcave MLEs by integrating
lcd.marg.eval Evaluates the marginal of multivariate logconcave MLEs at a point by integrating
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
LogConcDEAD Maximum likelihood estimation of a log-concave density in arbitrary dimensions
plot.LogConcDEAD Plot function for log-concave MLE