| logcondens-package | Estimate a Log-Concave Probability Density from iid Observations |
| activeSet | Computes a Log-Concave Probability Density Estimate via an Active Set Algorithm |
| activeSetLogCon | Computes a Log-Concave Probability Density Estimate via an Active Set Algorithm |
| activeSetRoutines | Auxiliary Numerical Routines for the Function activeSetLogCon |
| brightstar | Bright star dataset used to illustrate log-concave density estimation |
| c2hat | Functions that are used by logConCI |
| confIntBootLogConROC_t0 | Function to compute a bootstrap confidence interval for the ROC curve at a given t, based on the log-concave ROC curve |
| etaphi | Changes Between Parametrizations |
| evaluateLogConDens | Evaluates the Log-Density MLE and Smoothed Estimator at Arbitrary Real Numbers xs |
| ftilde | Functions that are used by logConCI |
| icmaLogCon | Computes a Log-Concave Probability Density Estimate via an Iterative Convex Minorant Algorithm |
| intECDF | Computes the Integrated Empirical Distribution Function at Arbitrary Real Numbers in s |
| intF | Computes the Integral of the estimated CDF at Arbitrary Real Numbers in s |
| isoMean | Pool-Adjacent Violaters Algorithm: Least Square Fit under Monotonicity Constraint |
| J00 | Numerical Routine J and Some Derivatives |
| J10 | Numerical Routine J and Some Derivatives |
| J11 | Numerical Routine J and Some Derivatives |
| J20 | Numerical Routine J and Some Derivatives |
| Jfunctions | Numerical Routine J and Some Derivatives |
| Lhat_eta | Value of the Log-Likelihood Function L, where Input is in Eta-Parametrization |
| LocalCoarsen | Auxiliary Numerical Routines for the Function activeSetLogCon |
| LocalConvexity | Auxiliary Numerical Routines for the Function activeSetLogCon |
| LocalExtend | Auxiliary Numerical Routines for the Function activeSetLogCon |
| LocalF | Auxiliary Numerical Routines for the Function activeSetLogCon |
| LocalMLE | Auxiliary Numerical Routines for the Function activeSetLogCon |
| LocalNormalize | Auxiliary Numerical Routines for the Function activeSetLogCon |
| LocalVariance | Auxiliary Numerical Routines for the Function activeSetLogCon |
| Local_LL | Value of the Log-Likelihood Function L, where Input is in Phi-Parametrization |
| Local_LL_all | Log-likelihood, New Candidate and Directional Derivative for L |
| log-concave | Estimate a Log-Concave Probability Density from iid Observations |
| logcon | Estimate a Log-Concave Probability Density from iid Observations |
| logConCI | Compute pointwise confidence interval for a density assuming log-concavity |
| logConCIfunctions | Functions that are used by logConCI |
| logConDens | Compute log-concave density estimator and related quantities |
| logcondens | Estimate a Log-Concave Probability Density from iid Observations |
| logConROC | Compute ROC curve based on log-concave estimates for the constituent distributions |
| logconTwoSample | Compute p-values for two-sample test based on log-concave CDF estimates |
| maxDiffCDF | Compute maximal difference between CDFs corresponding to log-concave estimates |
| MLE | Unconstrained piecewise linear MLE |
| pancreas | Data from pancreatic cancer serum biomarker study |
| phieta | Changes Between Parametrizations |
| 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 Approximation to Log-Likelihood Function L |
| quantilesLogConDens | Function to compute Quantiles of Fhat |
| reliability | Reliability dataset used to illustrate log-concave density estimation |
| reparametrizations | Changes Between Parametrizations |
| rLCD | Functions that are used by logConCI |
| rlogcon | Generate random sample from the log-concave and the smoothed log-concave density estimator |
| robust | Robustification and Hermite Interpolation for ICMA |
| ROCx | Compute ROC curve at a given x based on log-concave estimates for the constituent distributions |
| summary.dlc | Summarizing log-concave density estimation |