[HTML][HTML] The utility of multistate models: a flexible framework for time-to-event data

JG Le-Rademacher, TM Therneau, FS Ou - Current Epidemiology Reports, 2022 - Springer
Abstract Purpose of Review Survival analyses are common and essential in medical
research. Most readers are familiar with Kaplan–Meier curves and Cox models; however …

[图书][B] Modelling survival data in medical research

D Collett - 2023 - taylorfrancis.com
Modelling Survival Data in Medical Research, Fourth Edition, describes the analysis of
survival data, illustrated using a wide range of examples from biomedical research. Written …

Cognitive reserve and mild cognitive impairment: predictors and rates of reversion to intact cognition vs progression to dementia

M Iraniparast, Y Shi, Y Wu, L Zeng, CJ Maxwell… - Neurology, 2022 - AAN Enterprises
Background and Objectives Little is known about the effect of education or other indicators of
cognitive reserve on the rate of reversion from mild cognitive impairment (MCI) to normal …

Inference for transition probabilities in non-Markov multi-state models

PK Andersen, ENS Wandall, M Pohar Perme - Lifetime Data Analysis, 2022 - Springer
Multi-state models are frequently used when data come from subjects observed over time
and where focus is on the occurrence of events that the subjects may experience. A …

Neuropsychiatric events in systemic lupus erythematosus: a longitudinal analysis of outcomes in an international inception cohort using a multistate model approach

JG Hanly, MB Urowitz, C Gordon, SC Bae… - Annals of the …, 2020 - ard.bmj.com
Objectives Using a reversible multistate model, we prospectively examined neuropsychiatric
(NP) events for attribution, outcome and association with health-related quality of life …

Analysis of time‐to‐event for observational studies: Guidance to the use of intensity models

P Kragh Andersen, M Pohar Perme… - Statistics in …, 2021 - Wiley Online Library
This paper provides guidance for researchers with some mathematical background on the
conduct of time‐to‐event analysis in observational studies based on intensity (hazard) …

Multistate pharmacometric model to define the impact of second‐line immunotherapies on the survival outcome of the IMpower131 study

SM Krishnan, LE Friberg, F Mercier… - Clinical …, 2023 - Wiley Online Library
Overall survival is defined as the time since randomization into the clinical trial to event of
death or censor (end of trial or follow‐up), and is considered to be the most reliable cancer …

On recurrent-event win ratio

L Mao, KM Kim, Y Li - Statistical methods in medical …, 2022 - journals.sagepub.com
The win ratio approach proposed by Pocock et al.(2012) has become a popular tool for
analyzing composite endpoints of death and non-fatal events like hospitalization. Its …

Multistate models for the natural history of cancer progression

LC Cheung, PS Albert, S Das, RJ Cook - British Journal of Cancer, 2022 - nature.com
Background Multistate models can be effectively used to characterise the natural history of
cancer. Inference from such models has previously been useful for setting screening …

On restricted mean time in favor of treatment

L Mao - Biometrics, 2023 - Wiley Online Library
The restricted mean time in favor (RMT‐IF) of treatment is a nonparametric effect size for
complex life history data. It is defined as the net average time the treated spend in a more …