Generalized additive models for current status data

SC Shiboski - Lifetime data analysis, 1998 - Springer
Current status data arise in studies where the target measurement is the time of occurrence
of some event, but observations are limited to indicators of whether or not the event has …

Efficient estimation in additive hazards regression with current status data

T Martinussen, TH Scheike - Biometrika, 2002 - academic.oup.com
Current status data arise when the exact timing of an event is unobserved, and it is only
known at a given point in time whether or not the event has occurred. Recently Lin et …

Penalised logistic regression and dynamic prediction for discrete-time recurrent event data

E Elgmati, RL Fiaccone, R Henderson… - Lifetime data …, 2015 - Springer
We consider methods for the analysis of discrete-time recurrent event data, when interest is
mainly in prediction. The Aalen additive model provides an extremely simple and effective …

Semiparametric estimation in a three-state duration-dependent Markov model from interval-censored observations with application to AIDS data

H Frydman - Biometrics, 1995 - JSTOR
The semiparametric maximum likelihood estimation is considered in a three-state duration
dependent Markov process when times of the intermediate transition (eg, onset of a disease) …

Estimation from current-status data in continuous time

N Keiding, K Begtrup, TH Scheike, G Hasibeder - Lifetime data analysis, 1996 - Springer
The nonparametric maximum likelihood estimator for current-status data has been known for
at least 40 years, but only recently have the mathematical-statistical properties been …

Generalized additive models with interval-censored data and time-varying covariates: application to human immunodeficiency virus infection in hemophiliacs

P Bacchetti, C Quale - Biometrics, 2002 - academic.oup.com
We describe a method for extending smooth nonparametric modeling methods to time-to-
event data where the event may be known only to lie within a window of time. Maximum …

A method for assessing age-time disease incidence using serial prevalence data

IC Marschner - Biometrics, 1997 - JSTOR
This paper considers nonparametric estimation of age-and time-specific trends in disease
incidence using serial prevalence data collected from multiple cross-sectional samples of a …

A semiparametric additive rate model for recurrent events with an informative terminal event

D Zeng, J Cai - Biometrika, 2010 - academic.oup.com
We propose a semiparametric additive rate model for modelling recurrent events in the
presence of a terminal event. The dependence between recurrent events and terminal event …

Singly and doubly censored current status data: Estimation, asymptotics and regression

MJ Van Der Laan, PJ Bickel… - Scandinavian Journal of …, 1997 - Wiley Online Library
In biostatistical applications interest often focuses on the estimation of the distribution of time
between two consecutive events. If the initial event time is observed and the subsequent …

Analysis of recurrent event data

J Cai, DE Schaubel - Handbook of statistics, 2003 - Elsevier
Publisher Summary This chapter describes non-and semiparametric methods of analyzing
recurrent event data. It focuses on the functions that are modeled in the analysis of recurrent …