[图书][B] Statistical analysis of panel count data

J Sun, X Zhao - 2013 - Springer
Panel count data occur in studies that concern recurrent events, or event history studies,
when study subjects are observed only at discrete time points. By recurrent events, we mean …

How to analyze and interpret recurrent events data in the presence of a terminal event: An application on readmission after colorectal cancer surgery

A Charles‐Nelson, S Katsahian… - Statistics in …, 2019 - Wiley Online Library
Recurrent events arise when an event occurs many times for a subject. Many models have
been developed to analyze these kind of data: the Andersen‐Gill's model is one of them as …

Analyzing panel count data with a dependent observation process and a terminal event

H Zhao, Y Li, J Sun - Canadian Journal of Statistics, 2013 - Wiley Online Library
Panel count data occur in many fields and a number of approaches have been developed.
However, most of these approaches are for situations where there is no terminal event and …

Semi-parametric time-to-event modelling of lengths of hospital stays

Y Li, H Liu, X Wang, W Tu - … the Royal Statistical Society Series C …, 2022 - academic.oup.com
Length of stay (LOS) is an essential metric for the quality of hospital care. Published works
on LOS analysis have primarily focused on skewed LOS distributions and the influences of …

Semiparametric analysis of multivariate panel count data with dependent observation processes and a terminal event

H Zhao, Y Li, J Sun - Journal of Nonparametric Statistics, 2013 - Taylor & Francis
This paper considers regression analysis of multivariate panel count data in the presence of
some terminal events. Furthermore, both the observation process and the terminal event …

Nonparametric inference for reversed mean models with panel count data

L Liu, W Su, G Yin, X Zhao, Y Zhang - Bernoulli, 2022 - projecteuclid.org
Nonparametric inference for reversed mean models with panel count data Page 1 Bernoulli
28(4), 2022, 2968–2997 https://doi.org/10.3150/21-BEJ1444 Nonparametric inference for …

Analysis of Informatively Interval-Censored Case–Cohort Studies with the Application to HIV Vaccine Trials

M Du, Q Zhou - Communications in Mathematics and Statistics, 2023 - Springer
Case–cohort studies are commonly used in various investigations, and many methods have
been proposed for their analyses. However, most of the available methods are for right …

Semiparametric modeling and estimation of the terminal behavior of recurrent marker processes before failure events

KCG Chan, MC Wang - Journal of the American Statistical …, 2017 - Taylor & Francis
Recurrent event processes with marker measurements are mostly and largely studied with
forward time models starting from an initial event. Interestingly, the processes could exhibit …

[PDF][PDF] Nonparametric estimation and testing for panel count data with informative terminal event

X Hu, L Liu, Y Zhang, X Zhao - Statistica Sinica, 2023 - stat.sinica.edu.tw
Informative terminal events often occur in long-term recurrent event follow-up studies. To
explicitly reflect the effects of such events on recurrent event processes, we propose a …

[HTML][HTML] Semiparametric regression of multivariate panel count data with informative observation times

Y Li, X He, H Wang, B Zhang, J Sun - Journal of Multivariate Analysis, 2015 - Elsevier
Multivariate panel count data occur in many fields such as medical and social science
studies in which several outcomes of interest are measured simultaneously and repeatedly …