Methods And Modelling Archives - Institute for Social and Economic Research (ISER)

Double machine learning with high-dimensional interactive fixed effects

Analysis of household effects on longitudinal health outcomes using a joint mean-correlation multilevel model with grouped random effects

Double machine learning for static panel data with instrumental variables: new method and applications

Double machine learning for static panel models with fixed effects

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

Gender segregation: analysis across sectoral dominance in the UK labour market

Robustness of algorithms for causal structure learning to hyperparameter choice

Adaptive social protection in Indonesia: stress-testing the effect of a natural disaster on poverty and vulnerability

Undersmoothing causal estimators with generative trees

Peering into the black box: using microsimulation methods to evaluate the gendered impact of taxes and transfers