Rachael Hughes (0000-0003-0766-1410)

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Rachael Hughes is a research fellow in Medical Statistics within the MRC Integrative Epidemiology Unit. Her main research interests are longitudinal modelling in life-course epidemiology, analysis in the presence of missing data, causal inference, instrumental variable analysis, longitudinal modelling of disease biomarkers, analysis in the presence of non-random selection into a study, and clinical epidemiology of HIV and AIDS in the era of antiretroviral therapy. Rachael is an associate editor for Biometrical Journal, and she is on the scientific conference board for the Royal Statistical Society.

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University of Bristol: Bristol, Bristol, GB

Senior Research Fellow (Population Health Sciences)

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Rachael Hughes

https://orcid.org/0000-0003-0766-1410

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Biography

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Employment (3)

University of Bristol: Bristol, Bristol, GB

The University of Bristol: Bristol, GB

The University of Bristol: Bristol, GB

Works (50 of 55)

Relationship between collider bias and interactions on the log-additive scale

Quantitative bias analysis for mismeasured variables in health research: a review of software tools

Analyses using multiple imputation need to consider missing data in auxiliary variables

Multiple imputation strategies for missing event times in a multi‐state model analysis

Analyses using multiple imputation need to consider missing data in auxiliary variables

Time-sensitive testing pressures and COVID-19 outcomes

Quantitative bias analysis in practice

Software tools for quantitative bias analysis on measurement error or misclassification (Web of Science Core Collection and four other databases hosted on the same platform).

Exploring the impact of selection bias in observational studies of COVID-19: a simulation study

Developing decision support tools incorporating personalised predictions of likely visual benefit versus harm for cataract surgery

Sample-constrained partial identification with application to selection bias

Using linear and natural cubic splines, SITAR, and latent trajectory models to characterise nonlinear longitudinal growth trajectories in cohort studies

Surgeon effects on cataract refractive outcomes are minimal compared with patient comorbidity and gender: an analysis of 490987 cases

Multiple imputation strategies for a bounded outcome variable in a competing risks analysis

Combining longitudinal data from different cohorts to examine the life-course trajectory

Mendelian randomisation with coarsened exposures

Bootstrap Inference for Multiple Imputation under Uncongeniality and Misspecification

Early life exposure to air pollution, green spaces and built environment, and body mass index growth trajectories during the first 5 years of life

A simple framework for Mendelian randomisation of latent continuous exposures with discrete measurements

Domestic violence is a health problem in the Arab world: a systematic review and meta-analysis

Accounting for missing data in statistical analyses

Childhood neurodevelopmental difficulties and risk of adolescent depression

The proportion of missing data should not be used to guide decisions on multiple imputation

Selection bias when estimating average treatment effects using one-sample instrumental variable analysis

Prevalence and health outcomes of domestic violence amongst clinical populations in Arab countries

Interventions to support shared decision making for hypertension: A systematic review of controlled studies

Long terms trends in CD4+ cell counts, CD8+ cell counts, and the CD4+ :CD8+ ratio

Relative efficiency of joint-model and full-conditional-specification multiple imputation when conditional models are compatible: The general location model

Socioeconomic differences in childhood BMI trajectories in Belarus

Analyzing repeated measurements while accounting for derivative tracking, varying within-subject variance, and autocorrelation: The xtmixediou command

Estimation of the linear mixed integrated Ornstein–Uhlenbeck model

Analysing repeated measurements whilst accounting for derivative tracking, varying within-subject variance, and autocorrelation

Comparison of imputation variance estimators

Predicting virological decay in patients starting combination antiretroviral therapy

Childhood Wheezing, Asthma, Allergy, Atopy, and Lung Function: Different Socioeconomic Patterns for Different Phenotypes

Maternal and childhood psychological factors predict chronic disabling fatigue at age 13 years

Joint modelling rationale for chained equations

Modelling childhood growth using fractional polynomials and linear splines

Adolescent perspectives on wearing accelerometers to measure physical activity in population-based trials

Chronic disabling fatigue at age 13 and association with family adversity

Reducing smoking in adolescents: Cost-effectiveness results from the cluster randomized assist (a stop smoking in schools trial)

Associations of gestational weight gain with maternal body mass index, waist circumference, and blood pressure measured 16 y after pregnancy: The Avon Longitudinal Study of Parents and Children (ALSPAC)

Long-term trends in CD4 cell counts and impact of viral failure in individuals starting antiretroviral therapy: UK Collaborative HIV Cohort (CHIC) study

Social adversity at birth predicts disabling fatigue at 13 years: population-based study

Associations of Gestational Weight Gain With Maternal Body Mass Index, Waist Circumference, and Blood Pressure Measured 16 Years After Pregnancy

Health-related quality of life after minimally invasive oesophagectomy

Health-related quality of life and survival in the 2 years after surgery for gastric cancer

Determinants of global quality of life before and after major cancer surgery: An exploratory study

An informal school-based peer-led intervention for smoking prevention in adolescence (ASSIST): a cluster randomised trial

Early life growth and hemostatic factors