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Beyond t test and ANOVA: applications of mixed-effects models for more rigorous statistical analysis in neuroscience research
Yu, Zhaoxia, Guindani, Michele, Grieco, Steven F., Chen, Lujia, Holmes, Todd C., Xu, Xiangmin
Published in Neuron (Cambridge, Mass.) (05.01.2022)
Published in Neuron (Cambridge, Mass.) (05.01.2022)
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Journal Article
Understanding Mixed-Effects Models Through Data Simulation
DeBruine, Lisa M., Barr, Dale J.
Published in Advances in methods and practices in psychological science (01.01.2021)
Published in Advances in methods and practices in psychological science (01.01.2021)
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Journal Article
Statistical analysis of longitudinal neuroimage data with Linear Mixed Effects models
Bernal-Rusiel, Jorge L., Greve, Douglas N., Reuter, Martin, Fischl, Bruce, Sabuncu, Mert R.
Published in NeuroImage (Orlando, Fla.) (01.02.2013)
Published in NeuroImage (Orlando, Fla.) (01.02.2013)
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Journal Article
Causal inference using multivariate generalized linear mixed-effects models
Xu, Yizhen, Kim, Ji Soo, Hummers, Laura K, Shah, Ami A, Zeger, Scott L
Published in Biometrics (01.07.2024)
Published in Biometrics (01.07.2024)
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Journal Article
Nonlinear Mixed-Effects Models for PET Data
Chen, Yakuan, Goldsmith, Jeff, Ogden, R. Todd
Published in IEEE transactions on biomedical engineering (01.03.2019)
Published in IEEE transactions on biomedical engineering (01.03.2019)
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Journal Article
Analysis of hierarchical biomechanical data structures using mixed-effects models
Tirrell, Timothy F., Rademaker, Alfred W., Lieber, Richard L.
Published in Journal of biomechanics (01.03.2018)
Published in Journal of biomechanics (01.03.2018)
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Journal Article
Prediction of long-term outcome by duration of the psychosis prodrome: Mixed effects models reveal continuity across 7 years but variation across quartile splits
Nkire, Nnamdi, Kingston, Tara, Kinsella, Anthony, Russell, Vincent, Waddington, John L.
Published in Schizophrenia research (01.10.2025)
Published in Schizophrenia research (01.10.2025)
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Journal Article
Mixed-effects models reveal prediction of long-term outcome by duration of untreated psychosis (DUP) and illness (DUI) varies with quantile gradation but is invariant with time across 7 years in the Cavan-Monaghan First Episode Psychosis Study (CAMFEPS)
Nkire, Nnamdi, Kingston, Tara, Kinsella, Anthony, Russell, Vincent, Waddington, John L.
Published in Schizophrenia research (01.10.2022)
Published in Schizophrenia research (01.10.2022)
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Journal Article
ℓ1-penalized linear mixed-effects models for high dimensional data with application to BCI
Fazli, Siamac, Danóczy, Márton, Schelldorfer, Jürg, Müller, Klaus-Robert
Published in NeuroImage (Orlando, Fla.) (15.06.2011)
Published in NeuroImage (Orlando, Fla.) (15.06.2011)
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Journal Article