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Subject: Statistical Mathematics

Double machine learning for static panel models with fixed effects

Machine learning in the prediction of human wellbeing

An assessment of the utility of a Bayesian framework to improve response propensity modes in longitudinal data

Modelling correlation matrices in multivariate data, with application to reciprocity and complementarity of child-parent exchanges of support

What if expected outcomes are not the most likely outcomes? Four basic case studies which give pause for thought

Association of latent class analysis-derived multimorbidity clusters with adverse health outcomes in patients with multiple long-term conditions: comparative results across three UK cohorts

Modelling correlations among grouped random effects in multilevel models with an application to the estimation of household effects on longitudinal health outcomes

A Bayesian interrupted time series framework for evaluating policy change on mental well-being: an application to England’s welfare reform

Robustness of algorithms for causal structure learning to hyperparameter choice

Combining individual- and population-level data to develop a Bayesian parity-specific fertility projection model

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Institute for Social and Economic Research
University of Essex, Wivenhoe Park, Colchester, Essex, CO4 3SQ UK

ESRC University of Essex
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