Robustness of linear mixed‐effects models to violations of distributional assumptions

H Schielzeth, NJ Dingemanse… - Methods in ecology …, 2020 - Wiley Online Library
Linear mixed‐effects models are powerful tools for analysing complex datasets with
repeated or clustered observations, a common data structure in ecology and evolution …

Prediction of psilocybin response in healthy volunteers

E Studerus, A Gamma, M Kometer, FX Vollenweider - PloS one, 2012 - journals.plos.org
Responses to hallucinogenic drugs, such as psilocybin, are believed to be critically
dependent on the user's personality, current mood state, drug pre-experiences …

Real longitudinal data analysis for real people: building a good enough mixed model

J Cheng, LJ Edwards… - Statistics in …, 2010 - Wiley Online Library
Mixed effects models have become very popular, especially for the analysis of longitudinal
data. One challenge is how to build a good enough mixed effects model. In this paper, we …

From start to finish: a framework for the production of small area official statistics

N Tzavidis, LC Zhang, A Luna, T Schmid… - Journal of the Royal …, 2018 - academic.oup.com
Small area estimation is a research area in official and survey statistics of great practical
relevance for national statistical institutes and related organizations. Despite rapid …

Personalized assessment of cervical length improves prediction of spontaneous preterm birth: a standard and a percentile calculator

DW Gudicha, R Romero, D Kabiri… - American journal of …, 2021 - Elsevier
Background A sonographic short cervix (length< 25 mm during midgestation) is the most
powerful predictor of preterm birth. Current clinical practice assumes that the same cervical …

Neural pattern change during encoding of a narrative predicts retrospective duration estimates

O Lositsky, J Chen, D Toker, CJ Honey, M Shvartsman… - elife, 2016 - elifesciences.org
What mechanisms support our ability to estimate durations on the order of minutes?
Behavioral studies in humans have shown that changes in contextual features lead to …

Data transformation in statistical analysis of field trials with changing treatment variance

HP Piepho - Agronomy Journal, 2009 - Wiley Online Library
Mixed model packages can be used to analyze designed experiments with variance
structures that allow for heterogeneity of variance between treatments. Such analyses are …

Remaining useful life prediction for lithium-ion batteries based on capacity estimation and box-cox transformation

Q Xue, S Shen, G Li, Y Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Remaining useful life (RUL) prediction of lithium-ion batteries plays an important role in
intelligent battery management systems (BMSs). The current RUL prediction methods are …

Reconciling phonological neighborhood effects in speech production through single trial analysis

J Sadat, CD Martin, A Costa, FX Alario - Cognitive psychology, 2014 - Elsevier
A crucial step for understanding how lexical knowledge is represented is to describe the
relative similarity of lexical items, and how it influences language processing. Previous …

8 Mixed Models

MJ Gurka, LJ Edwards - Handbook of statistics, 2007 - Elsevier
This paper provides a general overview of the mixed model, a powerful tool for analyzing
correlated data. Numerous books and other sources exist that cover the mixed model …