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Papers matching “causal effect estimation” 132

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Instrumental Variable Analysis
2020 SAGE Research Methods Foundations reference-entry Mathematics Advanced Causal Inference Techniques

Anna G. C. Boef, Saskia le Cessie, Olaf M. Dekkers

7

citations
Causal Estimands for Analyses of Averted and Avertible Outcomes due to Infectious Disease Interventions
2025 Epidemiology article Mathematics Advanced Causal Inference Techniques Open access

Katherine Min Jia, Christopher Boyer, Jacco Wallinga, Marc Lipsitch

4

citations
Causal Estimands for Analyses of Averted and Avertible Outcomes due to Infectious Disease Interventions
2024 medRxiv preprint Mathematics Advanced Causal Inference Techniques Open access

Katherine Min Jia, Christopher Boyer, Jacco Wallinga, Marc Lipsitch

1

citations
Are Target Trial Emulations the Gold Standard for Observational Studies?: The Authors Respond
2023 Epidemiology article Mathematics Advanced Causal Inference Techniques Open access

Neil Pearce, Jan Paul Vandenbroucke

0

citations
Clustered Mendelian Randomization analyses identifies distinct and opposing pathways in the causal association between insulin-like growth factor-1 and type 2 diabetes mellitus
2021 medRxiv preprint Medicine Growth Hormone and Insulin-like Growth Factors Open access

Wenyi Wang, Ephrem Baraki Tesfay, Ko Willems van Dijk, Andrzej Bartke, Diana van Heemst, Raymond Noordam

1

citations
Methodological Considerations to Enhance the Relevance of Causal Observational Research in the Field of Kidney Disease
2025 Journal of the American Society of Nephrology article Mathematics Advanced Causal Inference Techniques Open access

Antoine Créon, Juan Jesús Carrero, Edouard L. Fu

1

citations
Durchschnittliche und bedingte Treatmenteffekte auf Zählvariablen: Ein moment-basierter Ansatz
2020 RWTH Publications (RWTH Aachen) dissertation Mathematics Advanced Causal Inference Techniques Open access

Christoph Kiefer

0

citations
Realizing the potential of mobile interventions for education
2024 npj Science of Learning article Computer Science Mobile Learning in Education Open access

Jasmin Breitwieser, Andreas Neubauer, Florian Schmiedek, Garvin Brod

5

citations
Cluster Headache Genomewide Association Study and Meta‐Analysis Identifies Eight Loci and Implicates Smoking as Causal Risk Factor
2023 Annals of Neurology article Medicine Migraine and Headache Studies Open access

Bendik Slagsvold Winsvold, Aster V. E. Harder, Caroline Ran, Mona Ameri Chalmer, Carolina Dalmasso, Egil Ferkingstad, +87 more

59

citations
Excess Mortality Calculations to Assess the Impact of the COVID-19 Pandemic: Concepts and Methodological Issues
2024 American Journal of Public Health article Mathematics COVID-19 epidemiological studies Open access

Jan Paul Vandenbroucke, Neil Pearce

5

citations
Causal assessment of CKD-MBD biomarker alterations on CKD progression through a g-formula analysis in the EQUAL study
2025 Kidney International article Medicine Parathyroid Disorders and Treatments Open access

Lorenza Magagnoli, Mario Gennaro Cozzolino, Fergus John Caskey, Claudia Torino, Friedo Wilhelm Dekker, Marie Evans, +10 more

7

citations
Mendelian Randomization Analysis of the IL-1 Cytokine Family Proteins Identifies IL1RL1 as a Potential Causal Contributor to Traumatic Brain Injury Prognosis
2026 Neurocritical Care article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access

Youngjune Bhak, Adel E Helmy, Edward Needham, David Krishna Menon, Varun Warrier, Romit J. Samanta, +91 more

0

citations
Estimating the Potential Cardiovascular Benefit of Lifestyle Risk Factors Using Causal Machine Learning: Insights from UK Biobank
2026 American Journal of Preventive Cardiology article Medicine Cardiovascular Health and Risk Factors Open access

Christophe A. T. Stevens, Julia Brandts, Amany K. Elshorbagy, Fotis Barkas, Dídac Llop, Kanika Dharmayat, +6 more

0

citations
A comparison of full model specification and backward elimination of potential confounders when estimating marginal and conditional causal effects on binary outcomes from observational data
2022 Biometrical Journal article Mathematics Advanced Causal Inference Techniques Open access

Kim Luijken, Rolf H. H. Groenwold, Maarten van Smeden, Susanne Strohmaier, Georg Heinze

13

citations
G-formula with multiple imputation for causal inference with incomplete data
2025 Statistical Methods in Medical Research article Mathematics Advanced Causal Inference Techniques Open access

Jonathan William Bartlett, Camila Olarte Parra, Ruth H. Keogh, Erik W. van Zwet, Rhian Daniel

4

citations
Gender differences in the added (home) worker effect
2024 Economics Letters article Social Sciences Gender, Labor, and Family Dynamics Open access

Jim Been, Eduard Suari‐Andreu, Daan Wisselo

0

citations
Schistosome and malaria exposure and urban–rural differences in vaccine responses in Uganda: a causal mediation analysis using data from three linked randomised controlled trials
2024 The Lancet Global Health article Immunology and Microbiology Parasites and Host Interactions Open access

Agnes Natukunda, Gyaviira Nkurunungi, Ludoviko Zirimenya, Jacent Nassuuna, Caroline Ninsiima, Josephine Tumusiime, +14 more

12

citations
Estimating the Effect of Early Treatment Initiation in Parkinson's Disease Using Observational Data
2020 Movement Disorders article Medicine Parkinson's Disease Mechanisms and Treatments Open access

Lieneke van den Heuvel, Luc J. W. Evers, Marjan J. Meinders, Bart Post, Anne Margarethe Stiggelbout, Tom Heskes, +2 more

14

citations
The Drug Titration Paradox in the Presence of Intra-Individual Variation: Can we Estimate the True Concentration-Effect Relationship?
2025 The AAPS Journal article Mathematics Statistical Methods in Clinical Trials Open access

Sebastiaan Camiel Goulooze, Elke H. J. Krekels, Catherijne A. J. Knibbe

2

citations
Comorbidities in mild autonomous cortisol secretion and the effect of treatment: systematic review and meta-analysis
2023 European Journal of Endocrinology review Medicine Adrenal and Paraganglionic Tumors Open access

Iris C. M. Pelsma, Martin Faßnacht, Stylianos Tsagarakis, Massimo Terzolo, Antoine Tabarin, Anju Sahdev, +6 more

123

citations
The Positive Effect of pro‐Environmental Behavior on Eudaimonic Well‐Being in Young Adults: A Daily Diary Study Using the Within‐Person Encouragement Design
2025 Journal of Personality article Environmental Science Environmental Education and Sustainability Open access

Silvia Caldaroni, María Gerbino, Florian Schmiedek, Andreas Neubauer, Lucia Manfredi, Fulvio Gregori, +3 more

6

citations
Effect of COVID-19 lockdown on maternity care and maternal outcome in the Netherlands: a national quasi-experimental study
2024 Public Health article Medicine COVID-19 Impact on Reproduction Open access

Benjamin Yaël Gravesteijn, Thomas van den Akker, Lizbeth Burgos Ochoa, Ank de Jonge, Brenda M. Kazemier, Peter Paul F Klein, +33 more

1

citations
Unconscious elevated bottom-up processing in depression: Insights from dynamic causal modeling with EEG and fMRI
2025 Journal of Affective Disorders article Neuroscience Functional Brain Connectivity Studies Open access

Julia Schräder, Thilo Kellermann, Damin Kühn, Lennard Rompelberg, Michael T. Schaub, Lisa Wagels

4

citations
The effect of traditional agricultural practices on the food consumption of households facing extreme weather events in Tanzania
2025 Agriculture & Food Security article Agricultural and Biological Sciences Climate change impacts on agriculture Open access

Tim C. Wegenast, Niklas Hänze, Roos Haer, Marcel Birulés

13

citations
Instrumental variable analysis to estimate treatment effects: a simulation study showing potential benefits of conditioning on hospital
2022 BMC Medical Research Methodology article Mathematics Advanced Causal Inference Techniques Open access

Iris E. Ceyisakar, Nikki van Leeuwen, Ewout Willem Steyerberg, Hester Floor Lingsma

7

citations