2 papers
stat.ME2018
Adaptive Non-parametric Estimation of Mean and Autocovariance in Regression with Dependent Errors
Tatyana Krivobokova, Paulo Serra, Francisco Rosales +1
Gaussian processes that can be decomposed into a smooth mean function and a stationary autocorrelated noise process are considered and a fully automatic nonparametric method to sim…
stat.ME2018
Lost in translation: On the impact of data coding on penalized regression with interactions
Johannes W R Martini, Francisco Rosales, Ngoc-Thuy Ha +3
Penalized regression approaches are standard tools in quantitative genetics. It is known that the fit of an \emph{ordinary least squares} (OLS) regression is independent of certain…