Utility of Linear Mixed Effects Models for Event-Related Potential Research with Infants and Children

Using multilevel models for the analysis of event-related potentials

(2021) Hannah I. Volpert-Esmond et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Standardized measurement error: A universal metric of data quality for averaged event‐related potentials

(2021) Steven J. Luck et al.   PSYCHOPHYSIOLOGY

Data quality and reliability metrics for event-related potentials (ERPs): The utility of subject-level reliability

(2021) Peter E. Clayson et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

The Maryland analysis of developmental EEG (MADE) pipeline

(2020) Ranjan Debnath et al.   PSYCHOPHYSIOLOGY

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

(2020) Holger Schielzeth et al.   Methods in Ecology and Evolution

Facing stereotypes: ERP responses to male and female faces after gender-stereotyped statements

(2020) Pablo Rodríguez-Gómez et al.   Social Cognitive and Affective Neuroscience

Charting development of ERP components on face-categorization: Results from a large longitudinal sample of infants

(2020) Renata Di Lorenzo et al.   Developmental Cognitive Neuroscience

Relation of depression symptoms to sustained reward and loss sensitivity

(2019) Michael P. Berry et al.   PSYCHOPHYSIOLOGY

Emotion in motion: Facial dynamics affect infants' neural processing of emotions

(2019) Ermanno Quadrelli et al.   DEVELOPMENTAL PSYCHOBIOLOGY

Arithmetic Skill May Refine the Performance of Individuals with High Math Anxiety, Especially in the Calculation Task: An ERP Study

(2019) Bijuan Huang et al.   Scientific Reports

How to capitalize on a priori contrasts in linear (mixed) models: A tutorial

(2019) Daniel J. Schad et al.   JOURNAL OF MEMORY AND LANGUAGE

SEREEGA: Simulating event-related EEG activity

(2018) Laurens R. Krol et al.   JOURNAL OF NEUROSCIENCE METHODS

Balancing Type I error and power in linear mixed models

(2017) Hannes Matuschek et al.   JOURNAL OF MEMORY AND LANGUAGE

lmerTest Package: Tests in Linear Mixed Effects Models

(2017) Alexandra Kuznetsova et al.   Journal of Statistical Software

Using trial-level data and multilevel modeling to investigate within-task change in event-related potentials

(2017) Hannah I. Volpert-Esmond et al.   PSYCHOPHYSIOLOGY

How many trials does it take to get a significant ERP effect? It depends

(2017) Megan A. Boudewyn et al.   PSYCHOPHYSIOLOGY

Electrophysiological correlates of emotional face processing after mild traumatic brain injury in preschool children

(2016) Fabien D’Hondt et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Visual Event-Related Potentials to Novel Objects Predict Rapid Word Learning Ability in 20-Month-Olds

(2016) Kristina Borgström et al.   DEVELOPMENTAL NEUROPSYCHOLOGY

Multiple imputation in the presence of non-normal data

(2016) Katherine J. Lee et al.   STATISTICS IN MEDICINE

ERP evidence for on-line syntactic computations in 2-year-olds

(2016) Perrine Brusini et al.   Developmental Cognitive Neuroscience

Fitting Linear Mixed-Effects Models Usinglme4

(2015) Douglas Bates et al.   Journal of Statistical Software

A solution to dependency: using multilevel analysis to accommodate nested data

(2014) Emmeke Aarts et al.   NATURE NEUROSCIENCE

Random effects structure for confirmatory hypothesis testing: Keep it maximal

(2013) Dale J. Barr et al.   JOURNAL OF MEMORY AND LANGUAGE

Learning and altering behaviours by reinforcement: Neurocognitive differences between children and adults

(2013) E. Shephard et al.   Developmental Cognitive Neuroscience

Simultaneous Generation of Binary and Normal Data with Specified Marginal and Association Structures

(2012) Hakan Demirtas et al.   Journal of Biopharmaceutical Statistics

Electrophysiological evidence of early word learning

(2012) Caroline Junge et al.   NEUROPSYCHOLOGIA

A lifespan comparison of the reliability, test-retest stability, and signal-to-noise ratio of event-related potentials assessed during performance monitoring

(2012) Dorothea Hämmerer et al.   PSYCHOPHYSIOLOGY

How does noise affect amplitude and latency measurement of event-related potentials (ERPs)? A methodological critique and simulation study

(2012) Peter E. Clayson et al.   PSYCHOPHYSIOLOGY

ERP correlates of unexpected word forms in a picture–word study of infants and adults

(2012) M.D. Duta et al.   Developmental Cognitive Neuroscience

Nonverbal spatially selective attention in 4- and 5-year-old children

(2012) Lisa D. Sanders et al.   Developmental Cognitive Neuroscience

Model averaging, missing data and multiple imputation: a case study for behavioural ecology

(2010) Shinichi Nakagawa et al.   BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY

Eye contact and emotional face processing in 6-month-old infants: Advanced statistical methods applied to event-related potentials

(2009) Daniel Stahl et al.   BRAIN & DEVELOPMENT

Emotional Face Processing and Emotion Regulation in Children: An ERP Study

(2009) Tracy A. Dennis et al.   DEVELOPMENTAL NEUROPSYCHOLOGY

The NimStim set of facial expressions: Judgments from untrained research participants

(2009) Nim Tottenham et al.   PSYCHIATRY RESEARCH

Missing Data Analysis: Making It Work in the Real World

(2008) John W. Graham   Annual Review of Psychology

Imputation methods for missing outcome data in meta-analysis of clinical trials

(2008) Julian PT Higgins et al.   Clinical Trials

Missing inaction: the dangers of ignoring missing data

(2008) Shinichi Nakagawa et al.   TRENDS IN ECOLOGY & EVOLUTION

High-resolution electroencephalography and source localization in neonates

(2007) Nadège Roche-Labarbe et al.   HUMAN BRAIN MAPPING

The time course of social-emotional processing in early childhood: ERP responses to facial affect and personal familiarity in a Go-Nogo task

(2007) Rebecca M. Todd et al.   NEUROPSYCHOLOGIA