NPHazardRate (version 0.1)

Nonparametric Hazard Rate Estimation

Description

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

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Version

Install

install.packages('NPHazardRate')

Monthly Downloads

173

Version

0.1

License

GPL (>= 2)

Maintainer

Dimitrios Bagkavos

Last Published

November 2nd, 2018

Functions in NPHazardRate (0.1)

SemiparamEst

Discrete hazard rate estimator

HRSurv

Estimate of the constant in the optimal AMISE expression

SimpsonInt

Simpson numerical integration

TransHazRateEst

Transformation Based Hazard Rate Estimator

RdistSwitch, PdfSwitch, CdfSwitch, HazardRate

User driven input for random number generation and pdf, survival and hazard rate function calculation

HazardRateEst

Kernel Hazard Rate Estimation

KMest

Kaplan-Meier Estimate

TutzPritscher

Discrete non parametric kernel hazard rate estimator

LLHRPlugInBand

Simple Plug in badnwidth selector

DefVarBandRule

Default adaptive bandwidth rule

HazardHistogram

Histogram Hazard Rate Estimator

l1-l4, lw, lwF, gx

Weibull hazard rate functionals

cvfunction

Cross Validation for Histogram Hazard Rate Estimator

sn.i, tn.i

Local kernel weights

iHazardRateEst

Kernel Integrated Hazard Rate Estimation

VarBandHazEst

Variable Bandwidth Hazard Rate Estimator

Kernels

Kernel functions

SDHazardRateEst

Kernel Second Derivative Hazard Rate Estimation

PlugInBand

Simple Plug in badnwidth selector

lambdahat

Discrete non parametric mle hazard rate estimator

DiscretizeData

Discretize the available data set

nsf, Tm, CparamCalculation, power.matrix, base, SmoothedEstimate

Auxiliary functions for discrete hazard rate estimators

LocLinEst

Local Linear Hazard Rate Estimator

NP.M.Estimate

Estimate of bandwidth constant