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Research article

First published 2011-12

Gformula: Estimating Causal Effects in the Presence of Time-Varying Confounding or Mediation using the G-Computation Formula

Rhian M. Daniel, Bianca L. De Stavola, Simon N. Cousens

The Stata Journal: Promoting communications on statistics and Stata

Free access

Research article

First published 2011-1

Gformula: Estimating Causal Effects in the Presence of Time-Varying Confounding or Mediation using the G-Computation Formula

Rhian M. Daniel, Bianca L. De Stavola, Simon N. Cousens

The Stata Journal: Promoting communications on statistics and Stata

Retricted access

Research article

First published 2023-6

The contagion effect of COVID-19-induced uncertainty on US tourism sector: Evidence from time-varying granger causality test

Oguzhan Cepni, Tarik Dogru, Ozgur Ozdemir

Tourism Economics

Open access

Research article

First published 2025-10

Towards a Clearer Understanding of Causal Estimands: The Importance of Joint Effects in Longitudinal Designs With Time-Varying Treatments

Lukas Junker, Ramona Schoedel, Florian Pargent

Advances in Methods and Practices in Psychological Science

Retricted access

Other

First published 2007-8

11. Identification and Estimation of Causal Effects with Time-Varying Treatments and Time-Varying Outcomes *

Jennie E. Brand, Yu Xie

Sociological Methodology

Retricted access

Research article

First published 2023-1

Complete effect decomposition for an arbitrary number of multiple ordered mediators with time-varying confounders: A method for generalized causal multi-mediation analysis

An-Shun Tai, Sheng-Hsuan Lin

Statistical Methods in Medical Research

Open access

Research article

First published 2023-9

Does climate policy uncertainty affect tourism demand? Evidence from time-varying causality tests

Nicholas Apergis, Konstantinos Gavriilidis, Rangan Gupta

Tourism Economics

Retricted access

Research article

First published 2008-9

Causal Inference for Time-Varying Instructional Treatments

Guanglei Hong, Stephen W. Raudenbush

Journal of Educational and Behavioral Statistics

Retricted access

Research article

First published 2017-8

Estimating Moderated Causal Effects with Time-varying Treatments and Time-varying Moderators: Structural Nested Mean Models and Regression with Residuals

Geoffrey T. Wodtke, Daniel Almirall

Sociological Methodology

Retricted access

Research article

First published 2016-01

The Causality between Energy Consumption and Economic Growth for China in a Time-varying Framework

Jin Zhang, David C. Broadstock

The Energy Journal

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