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Multiple imputation approaches for handling incomplete three-level data with time-varying cluster-memberships.
- Published in:
- 2022
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- Publication type:
- journal article
Multiple imputation for handling missing outcome data in randomized trials involving a mixture of independent and paired data.
- Published in:
- 2021
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- Publication type:
- journal article
The Victorian Intergenerational Health Cohort Study (VIHCS): Study design of a preconception cohort from parent adolescence to offspring childhood.
- Published in:
- 2020
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- Publication type:
- journal article
Biostatistics: a fundamental discipline at the core of modern health data science.
- Published in:
- 2019
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- Publication type:
- journal article
Gaps in the usage and reporting of multiple imputation for incomplete data: findings from a scoping review of observational studies addressing causal questions.
- Published in:
- BMC Medical Research Methodology, 2024, v. 24, n. 1, p. 1, doi. 10.1186/s12874-024-02302-6
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- Publication type:
- Article
Reporting of Observational Studies Explicitly Aiming to Emulate Randomized Trials: A Systematic Review.
- Published in:
- JAMA Network Open, 2023, v. 6, n. 9, p. e2336023, doi. 10.1001/jamanetworkopen.2023.36023
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- Publication type:
- Article
Preconception depression and anxiety symptoms and maternal-infant bonding: a 20-year intergenerational cohort study.
- Published in:
- Archives of Women's Mental Health, 2021, v. 24, n. 3, p. 513, doi. 10.1007/s00737-020-01081-5
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- Publication type:
- Article
Multiple imputation of semi‐continuous exposure variables that are categorized for analysis.
- Published in:
- Statistics in Medicine, 2021, v. 40, n. 27, p. 6093, doi. 10.1002/sim.9172
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- Publication type:
- Article
Survival analysis with time-dependent covariates subject to missing data or measurement error: Multiple Imputation for Joint Modeling (MIJM).
- Published in:
- 2018
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- Publication type:
- journal article
Quantifying cause-related mortality by weighting multiple causes of death.
- Published in:
- Bulletin of the World Health Organization, 2016, v. 94, n. 12, p. 870, doi. 10.2471/BLT.16.172189
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- Publication type:
- Article
Growth Trajectories in Genetic Subtypes of Prader–Willi Syndrome.
- Published in:
- Genes, 2020, v. 11, n. 7, p. 736, doi. 10.3390/genes11070736
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- Publication type:
- Article
Evaluation of multiple imputation approaches for handling missing covariate information in a case-cohort study with a binary outcome.
- Published in:
- 2022
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- Publication type:
- journal article
Modelling timing and tempo of adrenarche in a prospective cohort study.
- Published in:
- PLoS ONE, 2022, v. 17, n. 12, p. 1, doi. 10.1371/journal.pone.0278948
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- Publication type:
- Article
Evaluation of approaches for multiple imputation of three-level data.
- Published in:
- 2020
- By:
- Publication type:
- journal article
Multiple imputation methods for handling missing values in a longitudinal categorical variable with restrictions on transitions over time: a simulation study.
- Published in:
- 2019
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- Publication type:
- journal article
Learning outcomes in primary school children with emotional problems: a prospective cohort study.
- Published in:
- Child & Adolescent Mental Health, 2023, v. 28, n. 3, p. 377, doi. 10.1111/camh.12607
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- Publication type:
- Article
Inflammation mediates the relationship between obesity and retinal vascular calibre in 11-12 year-olds children and mid-life adults.
- Published in:
- Scientific Reports, 2020, v. 10, n. 1, p. 1, doi. 10.1038/s41598-020-61801-w
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- Publication type:
- Article
Mortality among homeless people in France, 2008-10.
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- European Journal of Public Health, 2016, v. 26, n. 6, p. 1028, doi. 10.1093/eurpub/ckw083
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- Publication type:
- Article
Direct likelihood inference and sensitivity analysis for competing risks regression with missing causes of failure.
- Published in:
- Biometrics, 2015, v. 71, n. 2, p. 498, doi. 10.1111/biom.12295
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- Publication type:
- Article
Social networking and symptoms of depression and anxiety in early adolescence.
- Published in:
- Depression & Anxiety (1091-4269), 2021, v. 38, n. 5, p. 563, doi. 10.1002/da.23117
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- Publication type:
- Article
Self-harm in primary school-aged children: Prospective cohort study.
- Published in:
- PLoS ONE, 2020, v. 15, n. 11, p. 1, doi. 10.1371/journal.pone.0242802
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- Publication type:
- Article
Electronic media use and academic performance in late childhood: A longitudinal study.
- Published in:
- PLoS ONE, 2020, v. 15, n. 9, p. 1, doi. 10.1371/journal.pone.0237908
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- Publication type:
- Article
Regression modeling of the cumulative incidence function with missing causes of failure using pseudo-values.
- Published in:
- Statistics in Medicine, 2013, v. 32, n. 18, p. 3206, doi. 10.1002/sim.5755
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- Publication type:
- Article
Educational inequalities in all-cause and cause-specific mortality among people with gout: a register-based matched cohort study in southern Sweden.
- Published in:
- International Journal for Equity in Health, 2019, v. 18, n. 1, p. N.PAG, doi. 10.1186/s12939-019-1076-1
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- Publication type:
- Article
Cannabis and tobacco use prior to pregnancy and subsequent offspring birth outcomes: a 20-year intergenerational prospective cohort study.
- Published in:
- Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-95460-2
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- Publication type:
- Article
Association Between Earlier Introduction of Peanut and Prevalence of Peanut Allergy in Infants in Australia.
- Published in:
- 2022
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- Publication type:
- journal article
Confounding-adjustment methods for the causal difference in medians.
- Published in:
- BMC Medical Research Methodology, 2023, v. 23, n. 1, p. 1, doi. 10.1186/s12874-023-02100-6
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- Publication type:
- Article
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.
- Published in:
- BMC Medical Research Methodology, 2023, v. 23, n. 1, p. 1, doi. 10.1186/s12874-023-02090-5
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- Publication type:
- Article
Should multiple imputation be stratified by exposure group when estimating causal effects via outcome regression in observational studies?
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- BMC Medical Research Methodology, 2023, v. 23, n. 1, p. 1, doi. 10.1186/s12874-023-01843-6
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- Publication type:
- Article
Parental personality and early life ecology: a prospective cohort study from preconception to postpartum.
- Published in:
- Scientific Reports, 2023, v. 13, n. 1, p. 1, doi. 10.1038/s41598-023-29139-1
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- Publication type:
- Article
Assumptions and analysis planning in studies with missing data in multiple variables: moving beyond the MCAR/MAR/MNAR classification.
- Published in:
- International Journal of Epidemiology, 2023, v. 52, n. 4, p. 1268, doi. 10.1093/ije/dyad008
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- Publication type:
- Article
Quantifying cause-related mortality in Australia, incorporating multiple causes: observed patterns, trends and practical considerations.
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- International Journal of Epidemiology, 2023, v. 52, n. 1, p. 284, doi. 10.1093/ije/dyac167
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- Publication type:
- Article
Emulating a target trial of intensive nurse home visiting in the policy-relevant population using linked administrative data.
- Published in:
- International Journal of Epidemiology, 2023, v. 52, n. 1, p. 119, doi. 10.1093/ije/dyac092
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- Publication type:
- Article
Data Resource Profile: Melbourne Children's LifeCourse initiative (LifeCourse).
- Published in:
- 2022
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- Publication type:
- journal article
1230Should multiple imputation be stratified by exposure group when estimating causal effects via outcome regression?
- Published in:
- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.747
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- Publication type:
- Article
314Data-adaptive methods for high-dimensional mediation analysis: Application to a randomised trial of tuberculosis vaccination.
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- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.456
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- Publication type:
- Article
855Multiple Imputation in the Context of Case-Cohort Studies: Simulation and Case Study.
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- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.435
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- Publication type:
- Article
892Quantification of mortality incorporating multiple causes of death: Application of weighting strategies to Australian data.
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- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.329
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- Publication type:
- Article
896Quantifying cause-related mortality incorporating multiple causes: challenges and opportunities.
- Published in:
- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.327
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- Publication type:
- Article
1173The impact of adverse and positive experiences on inflammatory outcomes in Australian and UK children.
- Published in:
- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.245
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- Publication type:
- Article
1282Causal inference in multi-cohort studies using the target trial approach.
- Published in:
- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.167
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- Publication type:
- Article
1223Handling missing data for causal effect estimation in cohort studies using Targeted Maximum Likelihood Estimation.
- Published in:
- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.150
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- Publication type:
- Article
1023The uses and abuses of regression models: a new approach to teaching regression analysis.
- Published in:
- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.110
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- Publication type:
- Article
533The psychosocial profiles of children aged 11-12 years who have self-harmed: A prospective cohort study.
- Published in:
- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.090
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- Publication type:
- Article
923Quantifying multiple causes of death: Observed patterns in Australia, 2006–2017.
- Published in:
- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.084
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- Publication type:
- Article
1000Quantifying multiple causes of death: A systematic review and audit of methods and practice.
- Published in:
- International Journal of Epidemiology, 2021, v. 50, p. 1, doi. 10.1093/ije/dyab168.057
- By:
- Publication type:
- Article
Measuring the impact of differences in risk factor distributions on cross-population differences in disease occurrence: a causal approach.
- Published in:
- 2018
- By:
- Publication type:
- journal article
Handling missing data when estimating causal effects with targeted maximum likelihood estimation.
- Published in:
- American Journal of Epidemiology, 2024, v. 193, n. 7, p. 1019, doi. 10.1093/aje/kwae012
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- Publication type:
- Article
A comparison of multiple imputation methods for handling missing values in longitudinal data in the presence of a time-varying covariate with a non-linear association with time: a simulation study.
- Published in:
- 2017
- By:
- Publication type:
- journal article
Recoverability and estimation of causal effects under typical multivariable missingness mechanisms.
- Published in:
- Biometrical Journal, 2024, v. 66, n. 3, p. 1, doi. 10.1002/bimj.202200326
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- Publication type:
- Article