Bandwidth selection for kernel density estimation: a review of fully automatic selectors
NB Heidenreich, A Schindler, S Sperlich - AStA Advances in Statistical …, 2013 - Springer
On the one hand, kernel density estimation has become a common tool for empirical studies
in any research area. This goes hand in hand with the fact that this kind of estimator is now …
in any research area. This goes hand in hand with the fact that this kind of estimator is now …
Early onset of industrial-era warming across the oceans and continents
The evolution of industrial-era warming across the continents and oceans provides a context
for future climate change and is important for determining climate sensitivity and the …
for future climate change and is important for determining climate sensitivity and the …
Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations
Structured additive regression models are perhaps the most commonly used class of models
in statistical applications. It includes, among others,(generalized) linear …
in statistical applications. It includes, among others,(generalized) linear …
Nonlinear rise in Greenland runoff in response to post-industrial Arctic warming
Abstract The Greenland ice sheet (GrIS) is a growing contributor to global sea-level rise 1,
with recent ice mass loss dominated by surface meltwater runoff 2, 3. Satellite observations …
with recent ice mass loss dominated by surface meltwater runoff 2, 3. Satellite observations …
On semiparametric regression with O'Sullivan penalized splines
MP Wand, JT Ormerod - Australian & New Zealand Journal of …, 2008 - Wiley Online Library
An exposition on the use of O'Sullivan penalized splines in contemporary semiparametric
regression, including mixed model and Bayesian formulations, is presented. O'Sullivan …
regression, including mixed model and Bayesian formulations, is presented. O'Sullivan …
Industrial-era decline in subarctic Atlantic productivity
Marine phytoplankton have a crucial role in the modulation of marine-based food webs,
fishery yields and the global drawdown of atmospheric carbon dioxide. However, owing to …
fishery yields and the global drawdown of atmospheric carbon dioxide. However, owing to …
North Atlantic jet stream projections in the context of the past 1,250 years
Reconstruction of the North Atlantic jet stream (NAJ) presents a critical, albeit largely
unconstrained, paleoclimatic target. Models suggest northward migration and changing …
unconstrained, paleoclimatic target. Models suggest northward migration and changing …
Using SiZer to detect thresholds in ecological data
DL Sonderegger, H Wang… - Frontiers in Ecology …, 2009 - Wiley Online Library
Ecological systems can change substantially in response to small shifts in environmental
conditions. Such changes are characterized by a non‐linear relationship between the value …
conditions. Such changes are characterized by a non‐linear relationship between the value …
Feature significance for multivariate kernel density estimation
Multivariate kernel density estimation provides information about structure in data. Feature
significance is a technique for deciding whether features–such as local extrema–are …
significance is a technique for deciding whether features–such as local extrema–are …
Detection of human influences on temperature seasonality from the nineteenth century
It has been widely reported that anthropogenic warming is detectable with high confidence
after the 1950s. However, current palaeoclimate records suggest an earlier onset of …
after the 1950s. However, current palaeoclimate records suggest an earlier onset of …