Optimal expectile smoothing

SK Schnabel, PHC Eilers - Computational Statistics & Data Analysis, 2009 - Elsevier
Quantiles are computed by optimizing an asymmetrically weighted L 1 norm, ie the sum of
absolute values of residuals. Expectiles are obtained in a similar way when using an L 2 norm…

[HTML][HTML] Phenomics for photosynthesis, growth and reflectance in Arabidopsis thaliana reveals circadian and long-term fluctuations in heritability

PJ Flood, W Kruijer, SK Schnabel, R van der Schoor… - Plant methods, 2016 - Springer
Background Recent advances in genome sequencing technologies have shifted the research
bottleneck in plant sciences from genotyping to phenotyping. This shift has driven the …

[HTML][HTML] Housing and personality effects on judgement and attention biases in dairy cows

…, B Engel, JTN van der Werf, SK Schnabel… - Scientific Reports, 2021 - nature.com
Affective states can be inferred from responses to ambiguous and threatening stimuli, using
Judgement Bias Tasks (JBTs) and Attention Bias Tasks (ABTs). We investigated the …

[HTML][HTML] Simultaneous estimation of quantile curves using quantile sheets

SK Schnabel, PHC Eilers - AStA Advances in Statistical Analysis, 2013 - Springer
The results of quantile smoothing often show crossing curves, in particular, for small data
sets. We define a surface, called a quantile sheet, on the domain of the independent variable …

Reciprocal cybrids reveal how organellar genomes affect plant phenotypes

…, V Calvo-Baltanas, FFM Becker, SK Schnabel… - Nature Plants, 2020 - nature.com
Assessment of the impact of variation in chloroplast and mitochondrial DNA (collectively
termed the plasmotype) on plant phenotypes is challenging due to the difficulty in separating …

Genes and gene clusters related to genotype and drought-induced variation in saccharification potential, lignin content and wood anatomical traits in Populus nigra

…, HK Smith, M Malinowska, SK Schnabel… - Tree …, 2018 - academic.oup.com
Wood is a renewable resource that can be employed for the production of second generation
biofuels by enzymatic saccharification and subsequent fermentation. Knowledge on how …

An analysis of life expectancy and economic production using expectile frontier zones

SK Schnabel, PHC Eilers - Demographic Research, 2009 - JSTOR
The wealth of a country is assumed to have a strong non-linear influence on the life expectancy
of its inhabitants. We follow up on research by Preston and study the relationship with …

[HTML][HTML] Dynamics of senescence-related QTLs in potato

PX Hurtado, SK Schnabel, A Zaban, M Veteläinen… - Euphytica, 2012 - Springer
The study of quantitative trait’s expression over time helps to understand developmental
processes which occur in the course of the growing season. Temperature and other …

A location‐scale model for non‐crossing expectile curves

SK Schnabel, PHC Eilers - Stat, 2013 - Wiley Online Library
In quantile smoothing, crossing of the estimated curves is a common nuisance, in particular
with small data sets and dense sets of quantiles. Similar problems arise in expectile …

[HTML][HTML] Developing a feasible and sensitive judgement bias task in dairy cows

…, CG van Reenen, B Engel, EAM Bokkers, SK Schnabel… - Animal cognition, 2022 - Springer
Judgement bias tasks (JBTs) are used to assess the influence of farm practices on livestock
affective states. The tasks must be adjusted to the species and age group of focus. In cattle, …