Local linear density estimation for filtered survival data, with bias correction

DOI10.1080/02331880701736648zbMath1291.62085OpenAlexW3121185678MaRDI QIDQ5400786

Jens Perch Nielsen, M. C. Jones, Carsten Tanggaard

Publication date: 12 March 2014

Published in: Statistics (Search for Journal in Brave)

Full work available at URL: http://oro.open.ac.uk/22511/1/local_linear_density.pdf

zbMATH Keywords

censoringkernel density estimationcounting processesAalen's multiplicative modelmultiplicative bias correctionadditive bias correctionexposure robustnessold age mortality

Mathematics Subject Classification ID

Density estimation (62G07) Estimation in survival analysis and censored data (62N02)

Related Items

Smoothing survival densities in practice, Twicing local linear kernel regression smoothers, AGE-SPECIFIC ADJUSTMENT OF GRADUATED MORTALITY, Density estimates of low bias, A comparison of in-sample forecasting methods, New classes of density estimates of low bias, Multivariate density estimation using dimension reducing information and tail flattening transformations for truncated or censored data, Continuous chain-ladder with paid data, Local linear hazard rate estimation and bandwidth selection, Minimum divergence estimators for the Radon–Nikodym derivatives of the semi-Markov kernel, Local linear smoothing to estimate accelerated lifetime model with censoring and truncation, Nonparametric density estimation based on the scaled Laplace transform inversion

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Smoothing counting process intensities by means of kernel functions
• Some asymptotic properties of kernel estimators of a density function in case of censored data
• Asymptotically optimal bandwidth selection for kernel density estimators from randomly right-censored samples
• Exact mean integrated squared error
• Nonparametric inference for a family of counting processes
• A multiplicative bias reduction method for nonparametric regression
• Local likelihood density estimation
• Locally parametric nonparametric density estimation
• Smoothing methods in statistics
• Smooth estimators of distribution and density functions
• Mortality Among the Elderly in Sweden 1988–1997
• On higher order kernels
• A Class of Local Likelihood Methods and Near-Parametric Asymptotics
• Multiplicative Bias Correction in Kernel Hazard Estimation
• Local Regression and Likelihood
• A Comparison of Higher-Order Bias Kernel Density Estimators
• Boundary and Bias Correction in Kernel Hazard Estimation
• A simple bias reduction method for density estimation