mixed effects
Efficient two-step multivariate random effects meta-analysis of individual participant data for longitudinal clinical trials using mixed effects models
... linear mixed models have been widely adopted in longitudinal data ...the mixed effects models have been increasingly ...fixed effects parame- ters, and we have rather little interests in the ...
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Height prediction of tectona grandis trees by mixed effects modelling and artificial neural networks
... generic mixed effects models or artificial neural ...of mixed models in the hypsometric relation, we highlight: Jayaraman and Lappi (2001) with a; Sharma and Parton (2007) in species of the Boreal ...
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A Bayesian Mixed Effects Model of Literary Character
... Our mixed effects Au- thor/Persona model, in contrast, outperforms the other models at hypothesis class C (correctly dis- criminating different character types present in the same ...cal effects ...
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On task effects in NLG corpus elicitation: a replication study using mixed effects modeling
... task effects in an NLG elicitation task, namely image ...used mixed effects models to filter out the effects of participants and individual ...
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Mixed-Effects Modeling and Non-Reductive Explanation
... Given such a cross-level interaction, therefore, the explanatory reductionist position has been further challenged. This is because any reductive explanation that privileges one level of analysis—usually the ...
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Structural identifiability and indistinguishability in mixed effects models
... a mixed-effects models is related to the bounds for the non-mixed-effects model in the following ...a mixed-effects model we are studying the distribution of the exhaustive ...
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A Linear Mixed Effects Model of Wireless Spectrum Occupancy
... Several variants of the basic linear regression model of (2) are widely used in various areas of science. One such variant is the mixed-e ff ect model. These models include additional random-e ff ect terms and are ...
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Mixed effects of remittances on child education
... negative effects of remittances on education, depending on the particular group being ...the effects of remittances on education are either negative or insignifi- ...income effects of remittances may ...
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A Bayesian approach to fitting Gibbs processes with temporal random effects
... We initially consider a mixed effects model for the intensity function and fixed effects (time homogeneous) model for the interaction function. The correspond- ing posterior summary statistics for ...
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Modeling the effects of growth rate on the intra-tree variation in basic density in hinoki cypress (Chamaecyparis obtusa)
... The mixed-effects analysis technique is frequently used for such grouped data including longitudinal data, repeated measures data, and multilevel data [12, ...random effects, random regression ...
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7syntax pdf
... effect. Mixed effects modeling (the topic of this section) is an alternative approach for handling data with mixed random and fixed factors, and is particularly appropriate for data with uneven ...
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Hydroxychloroquine Effectiveness in Reducing Symptoms of Hand Osteoarthritis : A Randomized Trial
... * Linear mixed effects model with fixed effects of treatment, time, treatment by time interaction, baseline pain severity, age, gender, BMI, baseline grip strength and baseline concomita[r] ...
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Effect of tobacco smoke exposure during pregnancy and preschool age on growth from birth to adolescence: a cohort study
... Linear mixed effects models were used to estimate the association between exposure to maternal smoking, during pregnancy and preschool age, and height of children assessed at birth, preschool and school ...
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Is there a conjunction fallacy in legal probabilistic decision making?
... The experiment had a 2 (is the suspect guilty or innocent?: guilty vs. innocent) x 2 (rating: a single conjunctive rating for both crimes vs. two ratings for each crime) x 3 (participant: judge vs. lawyer vs. layperson) ...
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Multi-year school-based implementation and student outcomes of an evidence-based risk reduction intervention
... the mixed-effects model of the effects of grade 6 initial implementation of FOYC and grade 7 and grade 8 delivery of the booster sessions on student outcomes re- vealed that high quality of initial ...
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Longitudinal Functional Data Analysis with Biomedical Applications.
... functional mixed effects ...(population-level) effects under the assumption of independence of functional residuals; and 2) using a nonparametric bootstrap of in- dependent units ...fixed ...
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Genomic-Assisted Prediction of Genetic Value With Semiparametric Procedures
... Semiparametric procedures for prediction of total genetic value for quantitative traits, which make use of phenotypic and genomic data simultaneously, are presented. The methods focus on the treatment of massive ...
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Winners and losers in a long-term study of vegetation change at Moor House NNR: Effects of sheep-grazing and its removal on British upland vegetation
... linear mixed-effects models and mixed-effects hurdle models with two components: (1) a binomial one illustrating the effects of sheep-grazing (Intercept) versus no sheep grazing ...
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Appropriate statistical methods for analysing partially nested randomised controlled trials with continuous outcomes: a simulation study
... clustered mixed-effects model with singleton clusters in control arm; fully clustered mixed-effects model with one large cluster in control arm; fully clustered mixed-effects ...
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PM2.5 metal exposures and nocturnal heart rate variability: a panel study of boilermaker construction workers
... linear mixed-effects regres- sion models with random intercept for each subject and unstructured ...The mixed-effects models allowed us to account for the correlated outcomes among workers who ...
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