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stat.ME2026
How does academic performance affect self-efficacy? Interpretable modelling through latent academic achievement
Sarah Lee, Matias Quiroz, Sally Cripps
There is increasing evidence of a directional relationship from academic performance to self-efficacy. We develop a Bayesian model for investigating this relationship when academic…
stat.ME2026
Stabilised weighted data subsampling for accelerated Bayesian inference in models with recursive likelihoods
Matias Quiroz, Aishwarya Bhaskaran, Zixuan Wang +1
Bayesian inference for models with recursively defined likelihoods is computationally demanding, limiting scalability to large datasets. We propose a stabilised weighted subsamplin…
stat.ME2024
Perturbations of Markov Chains
Daniel Rudolf, Aaron Smith, Matias Quiroz
This chapter surveys progress on three related topics in perturbations of Markov chains: the motivating question of when and how "perturbed" MCMC chains are developed, the theoreti…