Type

Journal Article

Authors

Andrew C Parnell

Subjects

Mathematics

Topics
discussion bayesian statistics time series analysis palaeoclimate science reconstruction model uncertainty regression bayesian

Discussion Paper: A Bayesian multinomial regression model for paleoclimate reconstruction with time uncertainty (2016)

Abstract In this discussion I hope to highlight some of the real contributions of this paper, to point out some of the important non-statistical considerations (which, as applied statisticians in this area we should be cognisant), and to contrast with the rapidly expanding mostly-Bayesian palaeoclimate statistics literature. In particular, accounting for time uncertainty is, I suspect, almost a unique challenge for time series analysis in palaeoclimate science. For this reason it has been ignored for decades. Now with tools as in this paper, they can start to draw proper inferences on climate over time with suitably quantified uncertainties.
Collections Ireland -> University College Dublin -> Insight Research Collection

Full list of authors on original publication

Andrew C Parnell

Experts in our system

1
Andrew Parnell
Maynooth University
Total Publications: 45