Results 1 to 10 of about 1,125,963 (214)

Fixed or random? On the reliability of mixed‐effects models for a small number of levels in grouping variables [PDF]

open access: yesEcology and Evolution, 2022
Biological data are often intrinsically hierarchical (e.g., species from different genera, plants within different mountain regions), which made mixed‐effects models a common analysis tool in ecology and evolution because they can account for the non ...
Johannes Oberpriller   +2 more
doaj   +2 more sources

Understanding Mixed-Effects Models Through Data Simulation

open access: yesAdvances in Methods and Practices in Psychological Science, 2021
Experimental designs that sample both subjects and stimuli from a larger population need to account for random effects of both subjects and stimuli using mixed-effects models.
Lisa M. DeBruine, Dale J. Barr
doaj   +2 more sources

Fiducial Inference in Linear Mixed-Effects Models [PDF]

open access: yesEntropy
We develop a novel framework for fiducial inference in linear mixed-effects (LME) models, with the standard deviation of random effects reformulated as coefficients.
Jie Yang   +3 more
doaj   +2 more sources

Invited review: Recursive models in animal breeding: Interpretation, limitations, and extensions

open access: yesJournal of Dairy Science, 2023
: Structural equation models allow causal effects between 2 or more variables to be considered and can postulate unidirectional (recursive models; RM) or bidirectional (simultaneous models) causality between variables.
L. Varona, O. González-Recio
doaj   +1 more source

Mixed effects regression models in forestry research [PDF]

open access: yesСибирский лесной журнал, 2021
A promising method for finding patterns in experimental data is regression models of mixed effects, which have not found wide application in forest science in Russia to date.
A. V. Lebedev, V. V. Kuzmichev
doaj   +1 more source

Parametric and Semiparametric Approaches to Analyzing Device-Based Measures of Energy Expenditure in Zucker Diabetic Fatty Rats

open access: yesFrontiers in Bioscience-Landmark, 2023
Background: Obesity results from a chronic imbalance between energy intake and energy expenditure. Total energy expenditure for all physiological functions combined can be measured approximately by calorimeters.
Hyunkyoung Kim   +4 more
doaj   +1 more source

Model Specification in Mixed-Effects Models

open access: yesCommunications in Kinesiology, 2023
Mixed-effect models are flexible tools for researchers in a myriad of fields, but that flexibility comes at the cost of complexity and if users are not careful in how their model is specified, they could be making faulty inferences from their data.
Keith Lohse   +2 more
doaj   +1 more source

Biological and statistical interpretation of size-at-age, mixed-effects models of growth [PDF]

open access: yesRoyal Society Open Science, 2020
The differences in life-history traits and processes between organisms living in the same or different populations contribute to their ecological and evolutionary dynamics.
Simone Vincenzi   +2 more
doaj   +1 more source

Using linear mixed models to analyze learning processes within sessions improves detection of treatment effects: An exemplary study of chronometric mental rotation

open access: yesMethods in Psychology, 2022
Practice effects occur for many cognitive tasks. They are observed not only between repeated tests, but also within sessions. They can confound the detection of treatment effects, even when compared with control groups.
Leonardo Jost, Petra Jansen
doaj   +1 more source

Biomechanical Loads and Their Effects on Player Performance in NCAA D-I Male Basketball Games

open access: yesFrontiers in Sports and Active Living, 2021
Basketball games and training sessions are characterized by quick actions and many scoring attempts, which pose biomechanical loads on the bodies of the players.
Sigrid B. H. Olthof   +8 more
doaj   +1 more source

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