Giles Hooker

8 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0003-2648-1167

Publications

• Boulevard: Regularized Stochastic Gradient Boosted Trees and Their Limiting Distribution — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• V-statistics and Variance Estimation — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• The Jensen effect and functional single index models: Estimating the ecological implications of nonlinear reaction norms — The Annals of Applied Statistics 2020
• Truncated linear models for functional data — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
• Quantifying Uncertainty in Random Forests via Confidence Intervals and Hypothesis Tests — Journal of Machine Learning Research 2016 (name-matched, not ORCID-linked)
• Goodness of fit in nonlinear dynamics: Misspecified rates or misspecified states? — The Annals of Applied Statistics 2015
• Functional factor analysis for periodic remote sensing data — The Annals of Applied Statistics 2012 (name-matched, not ORCID-linked)
• Parameter estimation for differential equations: a generalized smoothing approach — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2007