Prof John Carlin
Honorary (Professorial Fellow)
Melbourne School of Population and Global Health
632 Scholarly works
1 Projects
HIGHLIGHTS
2026
Journal article
The Ideal Trial: Defining Causal Estimands that Balance Relevance and Feasibility in Target Trial Emulations and Actual Randomized Trials
DOI: 10.1097/EDE.00000000000019332020
Journal article
Repeated presentation of children and adolescents to the emergency department following self-harm: A retrospective audit of hospital data
DOI: 10.1111/1742-6723.134852018
Research contracts (non-grants)
VCCC Strategic Plan Program Agreement - Investigator Initiated Capacity Building Program
2018
Journal article
Multilevel regression and poststratification: A modeling approach to estimating population quantities from highly selected survey samples
DOI: 10.1093/aje/kwy0702017
Journal article
Cohort profile: Ten to men (the Australian longitudinal study on male health)
DOI: 10.1093/ije/dyw0552016
Journal article
The Australian longitudinal study on male health sampling design and survey weighting: implications for analysis and interpretation of clustered data
DOI: 10.1186/s12889-016-3699-02016
Journal article
The Australian longitudinal study on male health-methods
DOI: 10.1186/s12889-016-3698-1
RECENT SCHOLARLY WORKS
2026
Journal article
“Identifying variables that independently predict…” is not a well-defined research task
DOI: 10.1016/j.jclinepi.2025.1120432025
Journal article
Preventing mental health problems in mothers with a history of childhood abuse through reducing their risk of intimate partner violence: A causal mediation analysis in an Australian pregnancy cohort
DOI: 10.1016/j.chiabu.2025.1077032025
Journal article
Causal Machine Learning Methods and Use of Cross-Fitting in Settings With High-Dimensional Confounding
DOI: 10.1002/sim.702722025
Journal article
Analysis and Reporting of Randomized Trials in Cleft Palate Surgery: Learning from the Timing of Primary Surgery (TOPS) Trial
DOI: 10.1177/105566562412539492025
Journal article
Handling Multivariable Missing Data in Causal Mediation Analysis Estimating Interventional Effects
DOI: 10.1097/EDE.00000000000018662025
Journal article
Rejoinder to Commentaries on: On the Uses and Abuses of Regression Models: A Call for Reform of Statistical Practice and Teaching
DOI: 10.1002/sim.700652025
Journal article
On the Uses and Abuses of Regression Models: A Call for Reform of Statistical Practice and Teaching
DOI: 10.1002/sim.102442025
Journal article
Erratum: Correction to: "Canonical causal diagrams to guide the treatment of missing data in epidemiologic studies" (American journal of epidemiology (2018) 187 12 DOI: 10.1093/aje/kwy173.)
DOI: 10.1093/aje/kwae406