Publications by authors named "John B Carlin"

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Statistical tests, P values, confidence intervals, and power: a guide to misinterpretations.
Sander Greenland, Stephen J Senn, Kenneth J Rothman, John B Carlin, Charles Poole, Steven N Goodman, Douglas G Altman

Eur J Epidemiol· April 2016

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"Identifying variables that independently predict…" is not a well-defined research task.
John B Carlin

J Clin Epidemiol· November 2025

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Causal Machine Learning Methods and Use of Cross-Fitting in Settings With High-Dimensional Confounding.
Susan Ellul, Stijn Vansteelandt, John B Carlin, Margarita Moreno-Betancur

Stat Med· September 2025

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Analysis and Reporting of Randomized Trials in Cleft Palate Surgery: Learning from the Timing of Primary Surgery (TOPS) Trial.
Matthew Fell, Ginette Phippen, Stephanie van Eeden, David Chong, Marc C Swan, John B Carlin

Cleft Palate Craniofac J· August 2025

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Handling Multivariable Missing Data in Causal Mediation Analysis Estimating Interventional Effects.
S Ghazaleh Dashti, Katherine J Lee, Julie A Simpson, John B Carlin, Margarita Moreno-Betancur

Epidemiology· July 2025

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On the Uses and Abuses of Regression Models: A Call for Reform of Statistical Practice and Teaching.
John B Carlin, Margarita Moreno-Betancur

Stat Med· June 2025

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Rejoinder to Commentaries on: On the Uses and Abuses of Regression Models: A Call for Reform of Statistical Practice and Teaching.
John B Carlin, Margarita Moreno-Betancur

Stat Med· June 2025

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Correction to: "Canonical causal diagrams to guide the treatment of missing data in epidemiologic studies".
Margarita Moreno-Betancur, Katherine J Lee, Finbarr P Leacy, Julie A Simpson, John B Carlin

Am J Epidemiol· March 2025

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Multiple Imputation for Longitudinal Data: A Tutorial.
Rushani Wijesuriya, Margarita Moreno-Betancur, John B Carlin, Ian R White, Matteo Quartagno

Stat Med· February 2025

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Long-term outcomes of early exposure to repeated general anaesthesia in children with cystic fibrosis (CF-GAIN): a multicentre, open-label, randomised controlled phase 4 trial.
Claire Elizabeth Wainwright, Suzanna Vidmar, Vicki Anderson, Pierrick Bourgeat, Catherine Byrnes, John Brooke Carlin

Lancet Respir Med· September 2024

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Gaps in the usage and reporting of multiple imputation for incomplete data: findings from a scoping review of observational studies addressing causal questions.
Rheanna M Mainzer, Margarita Moreno-Betancur, Cattram D Nguyen, Julie A Simpson, John B Carlin

BMC Med Res Methodol· September 2024

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The seroprevalence of SARS-CoV-2-specific antibodies in Australian children: A cross-sectional study.
Archana Koirala, Jocelynne McRae, Philip N Britton, Marnie Downes, Shayal A Prasad, John B Carlin

PLoS One· September 2024

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Handling missing data when estimating causal effects with targeted maximum likelihood estimation.
S Ghazaleh Dashti, Katherine J Lee, Julie A Simpson, Ian R White, John B Carlin

Am J Epidemiol· July 2024

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Recoverability and estimation of causal effects under typical multivariable missingness mechanisms.
Jiaxin Zhang, S Ghazaleh Dashti, John B Carlin, Katherine J Lee, Margarita Moreno-Betancur

Biom J· April 2024

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Emotional symptoms and inflammatory biomarkers in childhood: Associations in two Australian birth cohorts.
Katherine Lange, Cindy Pham, Izabela E Fedyszyn, Fallon Cook, David P Burgner, John B Carlin

J Affect Disord· January 2024

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Outcomes After Minimally Invasive Surfactant Therapy in Preterm Infants-Reply.
Peter A Dargaville, John B Carlin, Peter G Davis

JAMA· January 2024

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A comparison of strategies for selecting auxiliary variables for multiple imputation.
Rheanna M Mainzer, Cattram D Nguyen, John B Carlin, Margarita Moreno-Betancur, Ian R White

Biom J· January 2024

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On the use of multiple imputation to address data missing by design as well as unintended missing data in case-cohort studies with a binary endpoint.
Melissa Middleton, Cattram Nguyen, John B Carlin, Margarita Moreno-Betancur, Katherine J Lee

BMC Med Res Methodol· December 2023

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Success of blinding a procedural intervention in a randomised controlled trial in preterm infants receiving respiratory support.
Elizabeth Reid, Omar F Kamlin, Francesca Orsini, Antonio G De Paoli, Howard W Clark, John B Carlin

Clin Trials· October 2023

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The forgotten girls: the state of evidence for health interventions for pregnant adolescents and their newborns in low-income and middle-income countries.
Farnaz Sabet, Audrey Prost, Sadaf Rahmanian, Heba Al Qudah, Mauro Nogueira Cardoso, John B Carlin

Lancet· October 2023

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Two-Year Outcomes After Minimally Invasive Surfactant Therapy in Preterm Infants: Follow-Up of the OPTIMIST-A Randomized Clinical Trial.
Peter A Dargaville, C Omar F Kamlin, Francesca Orsini, Xiaofang Wang, Antonio G De Paoli, John B Carlin

JAMA· September 2023

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Assumptions and analysis planning in studies with missing data in multiple variables: moving beyond the MCAR/MAR/MNAR classification.
Katherine J Lee, John B Carlin, Julie A Simpson, Margarita Moreno-Betancur

Int J Epidemiol· August 2023

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Effectiveness of asthma preventer dispensing for preventing childhood asthma readmissions: a multisite cohort linkage study.
Katherine Ya-Hui Chen, Nilar Aye Tun, Renee Jones, Shivanthan Shanthikumar, John B Carlin

Arch Dis Child· August 2023

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Should multiple imputation be stratified by exposure group when estimating causal effects via outcome regression in observational studies?
Jiaxin Zhang, S Ghazaleh Dashti, John B Carlin, Katherine J Lee, Margarita Moreno-Betancur

BMC Med Res Methodol· February 2023

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Parental personality and early life ecology: a prospective cohort study from preconception to postpartum.
Elizabeth A Spry, Craig A Olsson, Stephanie R Aarsman, Hanafi Mohamad Husin, Jacqui A Macdonald, John B Carlin

Sci Rep· February 2023

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Modelling timing and tempo of adrenarche in a prospective cohort study.
S Ghazaleh Dashti, Lisa Mundy, Anne-Lise Goddings, Louise Canterford, Russell M Viner, John B Carlin

PLoS One· December 2022

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