Estimating restricted mean survival time and expected life-years lost in the presence of competing risks within flexible parametric survival models

A causal framework for classical statistical estimands in failure‐time settings with competing events

(2020) Jessica G. Young et al.   STATISTICS IN MEDICINE

Uses and Limitations of the Restricted Mean Survival Time: Illustrative Examples From Cardiovascular Outcomes and Mortality Trials in Type 2 Diabetes

(2020) David E. Kloecker et al.   ANNALS OF INTERNAL MEDICINE

Summarizing and communicating on survival data according to the audience: a tutorial on different measures illustrated with population-based cancer registry data

(2019) Aurélien Belot et al.   Clinical Epidemiology

Capturing simple and complex time-dependent effects using flexible parametric survival models: A simulation study

(2019) Hannah Bower et al.   COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION

Causal inference with multistate models—estimands and estimators of the population attributable fraction

(2019) Maja von Cube et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY

An application of restricted mean survival time in a competing risks setting: comparing time to ART initiation by injection drug use

(2018) Keri L. Calkins et al.   BMC Medical Research Methodology

Limitations of hazard ratios in clinical trials

(2018) Mats J Stensrud et al.   EUROPEAN HEART JOURNAL

Robustness of individual and marginal model-based estimates: A sensitivity analysis of flexible parametric models

(2018) Elisavet Syriopoulou et al.   Cancer Epidemiology

Direct likelihood inference on the cause-specific cumulative incidence function: A flexible parametric regression modelling approach

(2017) Sarwar Islam Mozumder et al.   STATISTICS IN MEDICINE

Practical recommendations for reporting Fine-Gray model analyses for competing risk data

(2017) Peter C. Austin et al.   STATISTICS IN MEDICINE

Life expectancy difference and life expectancy ratio: two measures of treatment effects in randomised trials with non-proportional hazards

(2017) Hakim-Moulay Dehbi et al.   BMJ-British Medical Journal

Life expectancy difference and life expectancy ratio: two measures of treatment effects in randomised trials with non-proportional hazards

(2017) Hakim-Moulay Dehbi et al.   BMJ-British Medical Journal

Regression standardization with the R package stdReg

(2016) Arvid Sjölander   EUROPEAN JOURNAL OF EPIDEMIOLOGY

Flexible parametric modelling of the cause-specific cumulative incidence function

(2016) Paul C. Lambert et al.   STATISTICS IN MEDICINE

On the restricted mean survival time curve in survival analysis

(2015) Lihui Zhao et al.   BIOMETRICS

Causal inference in multi-state models–sickness absence and work for 1145 participants after work rehabilitation

(2015) Jon Michael Gran et al.   BMC PUBLIC HEALTH

The impact of eliminating age inequalities in stage at diagnosis on breast cancer survival for older women

(2015) M J Rutherford et al.   BRITISH JOURNAL OF CANCER

The Role of Stage at Diagnosis in Colorectal Cancer Black-White Survival Disparities: A Counterfactual Causal Inference Approach

(2015) L. Valeri et al.   CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

Competing risks analyses: objectives and approaches

(2014) Marcel Wolbers et al.   EUROPEAN HEART JOURNAL

Moving Beyond the Hazard Ratio in Quantifying the Between-Group Difference in Survival Analysis

(2014) Hajime Uno et al.   JOURNAL OF CLINICAL ONCOLOGY

A general framework for parametric survival analysis

(2014) Michael J. Crowther et al.   STATISTICS IN MEDICINE

Flexible parametric modelling of cause-specific hazards to estimate cumulative incidence functions

(2013) Sally R Hinchliffe et al.   BMC Medical Research Methodology

Restricted mean survival time: an alternative to the hazard ratio for the design and analysis of randomized trials with a time-to-event outcome

(2013) Patrick Royston et al.   BMC Medical Research Methodology

A competing risks analysis should report results on all cause-specific hazards and cumulative incidence functions

(2013) Aurelien Latouche et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Estimating the loss in expectation of life due to cancer using flexible parametric survival models

(2013) Therese M-L Andersson et al.   STATISTICS IN MEDICINE

Decomposition of number of life years lost according to causes of death

(2013) P. K. Andersen   STATISTICS IN MEDICINE

The use of propensity score methods with survival or time-to-event outcomes: reporting measures of effect similar to those used in randomized experiments

(2013) Peter C. Austin   STATISTICS IN MEDICINE

Double-Robust Semiparametric Estimator for Differences in Restricted Mean Lifetimes in Observational Studies

(2012) Min Zhang et al.   BIOMETRICS

Competing risks in epidemiology: possibilities and pitfalls

(2012) Per Kragh Andersen et al.   INTERNATIONAL JOURNAL OF EPIDEMIOLOGY

An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies

(2011) Peter C. Austin   MULTIVARIATE BEHAVIORAL RESEARCH

Interpretability and importance of functionals in competing risks and multistate models

(2011) Per Kragh Andersen et al.   STATISTICS IN MEDICINE

The use of restricted mean survival time to estimate the treatment effect in randomized clinical trials when the proportional hazards assumption is in doubt

(2011) Patrick Royston et al.   STATISTICS IN MEDICINE

Double Inverse-Weighted Estimation of Cumulative Treatment Effects Under Nonproportional Hazards and Dependent Censoring

(2010) Douglas E. Schaubel et al.   BIOMETRICS

Cause-Specific Cumulative Incidence Estimation and the Fine and Gray Model Under Both Left Truncation and Right Censoring

(2010) Ronald B. Geskus   BIOMETRICS

Estimating the crude probability of death due to cancer and other causes using relative survival models

(2010) P. C. Lambert et al.   STATISTICS IN MEDICINE

The Hazards of Hazard Ratios

(2009) Miguel A. Hernán   EPIDEMIOLOGY

Pseudo-observations in survival analysis

(2009) Per Kragh Andersen et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Estimation of Life Expectancy and the Expected Years of Life Lost in Patients with Major Cancers: Extrapolation of Survival Curves under High-Censored Rates

(2008) Po-Ching Chu et al.   VALUE IN HEALTH