Estimate a Log-Concave Probability Density from Iid Observations

activeSetLogCon | Computes a Log-Concave Probability Density Estimate via an... |

activeSetRoutines | Auxiliary Numerical Routines for the Function activeSetLogCon |

brightstar | Bright star dataset used to illustrate log-concave density... |

confIntBootLogConROC_t0 | Function to compute a bootstrap confidence interval for the... |

evaluateLogConDens | Evaluates the Log-Density MLE and Smoothed Estimator at... |

icmaLogCon | Computes a Log-Concave Probability Density Estimate via an... |

intECDF | Computes the Integrated Empirical Distribution Function at... |

intF | Computes the Integral of the estimated CDF at Arbitrary Real... |

isoMean | Pool-Adjacent Violaters Algorithm: Least Square Fit under... |

Jfunctions | Numerical Routine J and Some Derivatives |

Lhat_eta | Value of the Log-Likelihood Function L, where Input is in... |

Local_LL | Value of the Log-Likelihood Function L, where Input is in... |

Local_LL_all | Log-likelihood, New Candidate and Directional Derivative for... |

logConCI | Compute pointwise confidence interval for a density assuming... |

logConCIfunctions | Functions that are used by logConCI |

logConDens | Compute log-concave density estimator and related quantities |

logcondens-package | Estimate a Log-Concave Probability Density from iid... |

logConROC | Compute ROC curve based on log-concave estimates for the... |

logconTwoSample | Compute p-values for two-sample test based on log-concave CDF... |

maxDiffCDF | Compute maximal difference between CDFs corresponding to... |

MLE | Unconstrained piecewise linear MLE |

pancreas | Data from pancreatic cancer serum biomarker study |

plot.dlc | Standard plots for a dlc object |

preProcess | Compute a weighted sample from initial observations |

Q00 | Numerical Routine Q |

qloglin | Quantile Function In a Simple Log-Linear model |

quadDeriv | Gradient and Diagonal of Hesse Matrix of Quadratic... |

quantilesLogConDens | Function to compute Quantiles of Fhat |

reliability | Reliability dataset used to illustrate log-concave density... |

reparametrizations | Changes Between Parametrizations |

rlogcon | Generate random sample from the log-concave and the smoothed... |

robust | Robustification and Hermite Interpolation for ICMA |

ROCx | Compute ROC curve at a given x based on log-concave estimates... |

summary.dlc | Summarizing log-concave density estimation |

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