Man pages for scdensity
Shape-Constrained Kernel Density Estimation

AddBinObjectsA small function to add the objects needed for the binning QP...
BinningStepCarry out the binning step.
BuildConCheckGridA function to add the constraint-checking grid
BuildConstraintsBuild objects Apos, Aunit, Aeq, Ashape, bshape
CleanWeightsClean out near-zeros from a probability weights vector and...
ConvolutionMatrixComputes a matrix of Gaussian kernel convolution values given...
displayFailureDisplay estimation results to console in an unsuccessful...
displaySuccessDisplay estimation results to console in a successful case.
EstimationStepCarry out the shape-constrained estimation
getQuantileEstimate a specific quantile of a pdf given abscissa and...
getQuantileFunctionBuild a quantile function for a given constrained density...
improveMove points closer to a target while maintaining a...
InitializePInitialize the list of problem-related objects.
isBoundedLCheck for zeros at the left side of a vector of function...
isBoundedRCheck for zeros at the right side of a vector of function...
isMonotoneLCheck for monotonicity of function values in the left tail.
isMonotoneRCheck for monotonicity of function values in the right tail.
isUnimodalCheck for unimodality of function values.
MakeCentersCreate a vector of kernel centers covering [LB, UB].
makeOFA function factory for making the search objective function.
NormalGridFcnCompute the values of n normal PDFs (or their derivatives at...
plot.scdensityPlot method for class 'scdensity'.
print.scdensityPrint method for class 'scdensity'.
print.summary.scdensityPrints the information in a 'summary.scdensity' object to the...
QPsolveA wrapper to call solve.QP.
scdensityShape-constrained kernel density estimation.
scdensity-packagescdensity: Shape-constrained kernel density estimation.
SequentialLineMinMinimize a function of r variables by sequential univariate...
SpectralShiftPerforms the spectral shift on a matrix to make it...
summary.scdensitySummary method for class 'scdensity'.
WeightedKDEFunction to carry out the weighted or adjusted KDE...
scdensity documentation built on Jan. 30, 2018, 5:01 p.m.