[BOOK][B] Robust statistics: theory and methods (with R)
A new edition of this popular text on robust statistics, thoroughly updated to include new and
improved methods and focus on implementation of methodology using the increasingly …
improved methods and focus on implementation of methodology using the increasingly …
robustlmm: an R package for robust estimation of linear mixed-effects models
M Koller - Journal of statistical software, 2016 - jstatsoft.org
As any real-life data, data modeled by linear mixed-effects models often contain outliers or
other contamination. Even little contamination can drive the classic estimates far away from …
other contamination. Even little contamination can drive the classic estimates far away from …
Assessing carbon stock and sequestration of the tropical seagrass meadows in Indonesia
Seagrass meadows provide critical ecosystem services for coastal areas, eg, as nursery
habitats for various fish species, help with water filtration of suspended sediment, and …
habitats for various fish species, help with water filtration of suspended sediment, and …
[PDF][PDF] The welchADF Package for Robust Hypothesis Testing in Unbalanced Multivariate Mixed Models with Heteroscedastic and Non-normal Data.
PJ Villacorta - R J., 2017 - svn.r-project.org
A new R package is presented for dealing with non-normality and variance heterogeneity of
sample data when conducting hypothesis tests of main effects and interactions in mixed …
sample data when conducting hypothesis tests of main effects and interactions in mixed …
Graphical tools for detecting departures from linear mixed model assumptions and some remedial measures
JM Singer, FMM Rocha… - International Statistical …, 2017 - Wiley Online Library
We review some results on the analysis of longitudinal data or, more generally, of repeated
measures via linear mixed models starting with some exploratory statistical tools that may be …
measures via linear mixed models starting with some exploratory statistical tools that may be …
Hydrolysable tannin-based diet rich in gallotannins has a minimal impact on pig performance but significantly reduces salivary and bulbourethral gland size
Tannins have long been considered 'anti-nutritional'factors in monogastric nutrition, shown
to reduce feed intake and palatability. However, recent studies revealed that compared with …
to reduce feed intake and palatability. However, recent studies revealed that compared with …
[HTML][HTML] Patient-derived extracellular matrix demonstrates role of COL3A1 in blood vessel mechanics
Abstract Vascular Ehlers-Danlos Syndrome (vEDS) is a rare autosomal dominant disease
caused by mutations in the COL3A1 gene, which renders patients susceptible to aneurysm …
caused by mutations in the COL3A1 gene, which renders patients susceptible to aneurysm …
Parametric and semi-parametric bootstrap-based confidence intervals for robust linear mixed models
The linear mixed model (LMM) is a popular statistical model for the analysis of longitudinal
data. However, the robust estimation of and inferential conclusions for the LMM in the …
data. However, the robust estimation of and inferential conclusions for the LMM in the …
merDeriv: derivative computations for linear mixed effects models with application to robust standard errors
While likelihood-based derivatives and related facilities are available in R for many types of
statistical models, the facilities are notably lacking for models estimated via lme4. This is …
statistical models, the facilities are notably lacking for models estimated via lme4. This is …
Does variation in residents' spatial mobility affect their preferences concerning local governance?
The geographic scope of people's mobility behaviour has generally increased over recent
decades. Yet, many policies continue to be enacted and implemented at the local level (eg …
decades. Yet, many policies continue to be enacted and implemented at the local level (eg …