Lauren Kennedy

I am a lecturer at Adelaide University, where I work creating survey weights and thinking about non-representative data, multilevel modelling, poststratification, causal inference, Bayesian inference and all manner of other related fields to making inference from the social sciences. survey weights, non-representative data, multilevel modelling, poststratification, causal inference, Bayesian inference

[2026] Wang, X., Zhu, A., Kennedy, L., Greenleaf, A., & Chen, Q. (2026). Improving survey inference in two-phase designs using Bayesian machine learning. Journal of the Royal Statistical Society Series A Statistics in Society, 189(3), 1680-1696. [2025] Cooper, A., Simpson, D., Kennedy, L., Forbes, C., & Vehtari, A. (2025). Cross-Validatory Model Selection for Bayesian Autoregressions with Exogenous Regressors. Bayesian Analysis, 20(2), 573-597. [2025] Morris, D. J., Kennedy, L., & Black, A. J. (2025). Random time-shift approximation enables hierarchical Bayesian inference of mechanistic within-host viral dynamics models on large datasets.. PLoS Comput Biol, 21(12), e1013775. [2024] Gelman, A., Hullman, J., & Kennedy, L. (2024). Causal quartets: Different ways to attain the same average tre