相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Challenges in Obtaining Valid Causal Effect Estimates With Machine Learning Algorithms
Ashley Naimi et al.
AMERICAN JOURNAL OF EPIDEMIOLOGY (2023)
Parametric g-formula implementations for causal survival analyses
Lan Wen et al.
BIOMETRICS (2021)
AIPW: An R Package for Augmented Inverse Probability-Weighted Estimation of Average Causal Effects
Yongqi Zhong et al.
AMERICAN JOURNAL OF EPIDEMIOLOGY (2021)
Using longitudinal targeted maximum likelihood estimation in complex settings with dynamic interventions
M. Schomaker et al.
STATISTICS IN MEDICINE (2019)
ltmle: An R Package Implementing Targeted Minimum Loss-Based Estimation for Longitudinal Data
Samuel D. Lendle et al.
JOURNAL OF STATISTICAL SOFTWARE (2017)
Worth the Weight: Using Inverse Probability Weighted Cox Models in AIDS Research
Ashley L. Buchanan et al.
AIDS RESEARCH AND HUMAN RETROVIRUSES (2014)
The Parametric g-Formula for Time-to-event Data Intuition and a Worked Example
Alexander P. Keil et al.
EPIDEMIOLOGY (2014)
Preconception low-dose aspirin and pregnancy outcomes: results from the EAGeR randomised trial
Enrique F. Schisterman et al.
LANCET (2014)
A marginal structural model for multiple-outcome survival data:assessing the impact of injection drug use on several causes of death in the Canadian Co-infection Cohort
Erica E. M. Moodie et al.
STATISTICS IN MEDICINE (2014)
A Randomised Trial to Evaluate the Effects of Low-dose Aspirin in Gestation and Reproduction: Design and Baseline Characteristics
Enrique F. Schisterman et al.
PAEDIATRIC AND PERINATAL EPIDEMIOLOGY (2013)
Methods for dealing with time-dependent confounding
R. M. Daniel et al.
STATISTICS IN MEDICINE (2013)
Diagnosing and responding to violations in the positivity assumption
Maya L. Petersen et al.
STATISTICAL METHODS IN MEDICAL RESEARCH (2012)
A simulation study of finite-sample properties of marginal structural Cox proportional hazards models
Daniel Westreich et al.
STATISTICS IN MEDICINE (2012)
Relation between three classes of structural models for the effect of a time-varying exposure on survival
Jessica G. Young et al.
LIFETIME DATA ANALYSIS (2010)
An Introduction to the Augmented Inverse Propensity Weighted Estimator
Adam N. Glynn et al.
POLITICAL ANALYSIS (2010)
The design of simulation studies in medical statistics
Andrea Burton et al.
STATISTICS IN MEDICINE (2006)
Doubly robust estimation in missing data and causal inference models
H Bang
BIOMETRICS (2005)
Marginal structural models and causal inference in epidemiology
JM Robins et al.
EPIDEMIOLOGY (2000)
Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men
MA Hernan et al.
EPIDEMIOLOGY (2000)