Area of research
Statistics and Probability · Pulmonary and Respiratory Medicine
Research interest
Research interests include Statistical Methods and Bayesian Inference, Advanced Causal Inference Techniques, Neonatal Respiratory Health Research, and Birth, Development, and Health.
"Identifying variables that independently predict…" is not a well-defined research task.
On the Uses and Abuses of Regression Models: A Call for Reform of Statistical Practice and Teaching.
Multiple Imputation for Longitudinal Data: A Tutorial.
Rejoinder to Commentaries on: On the Uses and Abuses of Regression Models: A Call for Reform of Statistical Practice and Teaching.
Handling missing data when estimating causal effects with targeted maximum likelihood estimation.
Recoverability and estimation of causal effects under typical multivariable missingness mechanisms.
A comparison of strategies for selecting auxiliary variables for multiple imputation.
Modifiable factors associated with pediatric asthma readmissions: a multi-center linked cohort study.
Primary health care utilization and hospital readmission in children with asthma: a multi-site linked data cohort study.
Evaluation of approaches for accommodating interactions and non-linear terms in multiple imputation of incomplete three-level data.
A scoping review of studies using observational data to optimise dynamic treatment regimens.
When should matching be used in the design of cluster randomized trials?
Assessing our capability to predict the presence of respiratory diseases at the age of four using data available at one month of age
Characteristics and outcomes of children receiving intensive care therapy within 12 hours following a medical emergency team event.
Maternal carriage of Prevotella during pregnancy associates with protection against food allergy in the offspring
Body Mass Index From Early to Late Childhood and Cardiometabolic Measurements at 11 to 12 Years
Multiple imputation methods for handling incomplete longitudinal and clustered data where the target analysis is a linear mixed effects model.
The Victorian Intergenerational Health Cohort Study (VIHCS): Study design of a preconception cohort from parent adolescence to offspring childhood
Multilevel regression and poststratification as a modeling approach for estimating population quantities in large population health studies: A simulation study.
Statistical methods used in the estimation of age-specific paediatric reference intervals for laboratory blood tests: A systematic review.
A potpourri of biostatistical research: Special Issue for ISCB ASC 2018.
The Association of the Body Composition of Children with 24-Hour Activity Composition
Maternal mental health and infant emotional reactivity: a 20-year two-cohort study of preconception and perinatal exposures
Metabolomics: population epidemiology and concordance in Australian children aged 11-12 years and their parents.
Carotid artery intima-media thickness, distensibility and elasticity: population epidemiology and concordance in Australian children aged 11-12 years old and their parents.
Albuminuria: population epidemiology and concordance in Australian children aged 11-12 years and their parents.
The association between higher maternal pre‐pregnancy body mass index and increased birth weight, adiposity and inflammation in the newborn
Etiology of bacteremia in young infants in six countries.
eCommons - AKU (Aga Khan University) 2015cited by 82position: middle
Statistics for clinicians: An introduction to logistic regression
Statistics for clinicians: An introduction to linear regression