Package: NPHazardRate 0.1

Dimitrios Bagkavos

NPHazardRate: Nonparametric Hazard Rate Estimation

Provides functions and examples for histogram, kernel (classical, variable bandwidth and transformations based), discrete and semiparametric hazard rate estimators.

Authors:Dimitrios Bagkavos [aut, cre]

NPHazardRate_0.1.tar.gz
NPHazardRate_0.1.tar.gz(r-4.5-noble)NPHazardRate_0.1.tar.gz(r-4.4-noble)
NPHazardRate_0.1.tgz(r-4.4-emscripten)NPHazardRate_0.1.tgz(r-4.3-emscripten)
NPHazardRate.pdf |NPHazardRate.html✨
NPHazardRate/json (API)

# Install 'NPHazardRate' in R:
install.packages('NPHazardRate', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.18 score 15 scripts 129 downloads 68 exports 3 dependencies

Last updated 6 years agofrom:23e02859f3. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-linuxNOTENov 20 2024

Exports:a0a1a2b0b1b2baseBiweightBoundaryBiweightBoundaryEpanechnikovCdfSwitchCparamCalculationcvfunctionDefVarBandRuleDiscretizeDataEpanechnikovGaussiangxHabbemaHazardHistogramHazardRateHazardRateEstHigherOrderHRSurviHazardRateEstIntBiweightIntEpanechnikovIntGaussianIntRectangularIntTriangularKMestl1l2l3l4lambdahatLLHRPlugInBandLocLinEstlwlwFNP.M.EstimatensfPdfSwitchPlugInBandpower.matrixRdistSwitchRectangularSDBiweightSDHazardRateEstSemiparamEstSimpsonIntSmoothedEstimatesn.0sn.1sn.2sn.3sn.4sn.5sn.6Tmtn.0tn.1tn.2tn.3TransHazRateEstTriangularTutzPritscherVarBandHazEst

Dependencies:latticeMatrixsurvival

Readme and manuals

Help Manual

Help pageTopics
Cross Validation for Histogram Hazard Rate Estimatorcvfunction
Default adaptive bandwidth ruleDefVarBandRule
Discretize the available data setDiscretizeData
Histogram Hazard Rate EstimatorHazardHistogram
Kernel Hazard Rate EstimationHazardRateEst
Estimate of the constant in the optimal AMISE expressionHRSurv
Kernel Integrated Hazard Rate EstimationiHazardRateEst
Kernel functionsa0 a1 a2 b0 b1 b2 Biweight BoundaryBiweight BoundaryEpanechnikov Epanechnikov Gaussian Habbema HigherOrder IntBiweight IntEpanechnikov IntGaussian IntRectangular IntTriangular Rectangular SDBiweight Triangular
Kaplan-Meier EstimateKMest
Weibull hazard rate functionalsgx l1 l2 l3 l4 lw lwF
Discrete non parametric mle hazard rate estimatorlambdahat
Simple Plug in badnwidth selectorLLHRPlugInBand
Local Linear Hazard Rate EstimatorLocLinEst
Estimate of bandwidth constantNP.M.Estimate
Auxiliary functions for discrete hazard rate estimatorsbase CparamCalculation nsf power.matrix SmoothedEstimate Tm
Simple Plug in badnwidth selectorPlugInBand
User driven input for random number generation and pdf, survival and hazard rate function calculationCdfSwitch HazardRate PdfSwitch RdistSwitch
Kernel Second Derivative Hazard Rate EstimationSDHazardRateEst
Discrete hazard rate estimatorSemiparamEst
Simpson numerical integrationSimpsonInt
Local kernel weightssn.0 sn.1 sn.2 sn.3 sn.4 sn.5 sn.6 tn.0 tn.1 tn.2 tn.3
Transformation Based Hazard Rate EstimatorTransHazRateEst
Discrete non parametric kernel hazard rate estimatorTutzPritscher
Variable Bandwidth Hazard Rate EstimatorVarBandHazEst