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DOvalidation (version 1.1.0)

Kernel Hazard Estimation with Best One-Sided and Double One-Sided Cross-Validation

Description

Local linear hazard estimator and its multiplicatively bias correction, including three bandwidth selection methods: best one-sided cross-validation, double one-sided cross-validation, and standard cross-validation.

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Version

Install

install.packages('DOvalidation')

Monthly Downloads

155

Version

1.1.0

License

GPL-2

Maintainer

Maria Dolores MartinezMiranda

Last Published

October 20th, 2017

Functions in DOvalidation (1.1.0)

b.BO

Best One-Sided Cross-Validation for Local Linear Hazards
b.CV.MBC

Least Squares Cross-Validation for Multiplicative Bias Corrected Hazard Estimators
US

US Female Mortality Data
b.BO.MBC

Best One-Sided Cross-Validation for Multiplicative Bias Corrected Hazard Estimators
DK

Denmark Female Mortality Data
DOvalidation-package

Kernel Hazard Estimation with Best One-Sided and Double One-Sided Cross-Validation
Iceland

Iceland Female Mortality Data
K.epa

Epanechnikov Kernel
K.sextic

Sextic Kernel
UK

UK Female Mortality Data
hazard.MBC

Multiplicative Bias Corrected Hazard Estimator
b.OSCV

DO-Validation for Local Linear Hazards
discretise.data

Aggregate data in the form of occurrences and exposures
hazard.LL.RH

Local Linear Hazard Estimator (Ramlau-Hansen Weighting)
hazard.LL

Local Linear Hazard Estimator (Natural Weighting)
b.CV

Least Squares Cross-Validation for Local Linear Hazards
b.OSCV.MBC

DO-Validation for Multiplicative Bias Corrected Hazard Estimators