The Temporal Overfitting Problem with Applications in Wind Power Curve Modeling

On Prediction Properties of Kriging: Uniform Error Bounds and Robustness

(2019) Wenjia Wang et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Local polynomial regression with correlated errors in random design and unknown correlation structure

(2018) K De Brabanter et al.   BIOMETRIKA

Improving performance of spatio-temporal machine learning models using forward feature selection and target-oriented validation

(2018) Hanna Meyer et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Improved local polynomial estimation in time series regression

(2017) Juliane Geller et al.   JOURNAL OF NONPARAMETRIC STATISTICS

A Theoretical Framework for Calibration in Computer Models: Parametrization, Estimation and Convergence Properties

(2016) Rui Tuo et al.   SIAM-ASA Journal on Uncertainty Quantification

Power Curve Estimation With Multivariate Environmental Factors for Inland and Offshore Wind Farms

(2015) Giwhyun Lee et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Time-Split Cross-Validation as a Method for Estimating the Goodness of Prospective Prediction.

(2013) Robert P. Sheridan   Journal of Chemical Information and Modeling

Composite Gaussian process models for emulating expensive functions

(2012) Shan Ba et al.   Annals of Applied Statistics

Time Adaptive Conditional Kernel Density Estimation for Wind Power Forecasting

(2012) Ricardo J. Bessa et al.   IEEE Transactions on Sustainable Energy

BART: Bayesian additive regression trees

(2010) Hugh A. Chipman et al.   Annals of Applied Statistics