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Paul Clarke
Paul Clarke
Professor of Social Statistics, Institute for Social & Economic Research (ISER)
Verified email at essex.ac.uk - Homepage
Title
Cited by
Cited by
Year
Hyperparameter tuning and model evaluation in causal effect estimation
D Machlanski, S Samothrakis, P Clarke
arXiv preprint arXiv:2303.01412, 2023
102023
Assessing the robustness of sisVIVE in a Mendelian randomization study to estimate the causal effect of body mass index on income using multiple SNPs from understanding society
Y Bao, PS Clarke, M Smart, M Kumari
Statistics in medicine 38 (9), 1529-1542, 2019
42019
Modeling within-household associations in household panel studies
F Steele, PS Clarke, J Kuha
The Annals of Applied Statistics 13 (1), 367-392, 2019
42019
Robustness of Algorithms for Causal Structure Learning to Hyperparameter Choice
D Machlanski, S Samothrakis, PS Clarke
Causal Learning and Reasoning, 703-739, 2024
12024
Estimating mode effects from a sequential mixed-mode experiment using structural moment models
PS Clarke, Y Bao
The Annals of Applied Statistics 16 (3), 1563-1585, 2022
12022
Undersmoothing Causal Estimators with Generative Trees
D Machlanski, S Samothrakis, P Clarke
arXiv preprint arXiv:2203.08570, 2022
12022
Double Machine Learning for Static Panel Models with Fixed Effects
P Clarke, A Polselli
arXiv preprint arXiv.2312.08174, 1-30, 2023
2023
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