24 citations · 42 across the 2 of their papers we have counts for
4 papers
Modelling a response as a function of high frequency count data: the association between physical activity and fat mass
Nicole H. Augustin, Calum Mattocks, Julian J. Faraway +2
We present a new statistical modelling approach where the response is a function of high frequency count data. Our application is about investigating the relationship between the h…
Modeling Light Curves for Improved Classification
Julian Faraway, Ashish Mahabal, Jiayang Sun +4
Many synoptic surveys are observing large parts of the sky multiple times. The resulting lightcurves provide a wonderful window to the dynamic nature of the universe. However, ther…
Regression with Distance Matrices
Julian Faraway
Data types that lie in metric spaces but not in vector spaces are difficult to use within the usual regression setting, either as the response and/or a predictor. We represent the…
Does Data Splitting Improve Prediction?
Julian J. Faraway
Data splitting divides data into two parts. One part is reserved for model selection. In some applications, the second part is used for model validation but we use this part for es…