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ERP Reliability Analysis (ERA) Toolbox: An open-source toolbox for analyzing the reliability of event-related brain potentials.

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TLDR
A detailed description of the conceptual framework of G theory is provided using examples relevant to ERP researchers, the algorithms needed to estimate ERP score reliability are presented, and a detailed walkthrough of newly-developed software, the ERP Reliability Analysis (ERA) Toolbox, that calculates score reliability using G theory are provided.
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This article is published in International Journal of Psychophysiology.The article was published on 2017-01-01. It has received 97 citations till now. The article focuses on the topics: Generalizability theory & Classical test theory.

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Journal ArticleDOI

Reliability of the electrocortical response to gains and losses in the doors task

TL;DR: The RewP and FN as elicited by the doors task among 59 young adults have strong psychometric properties in a healthy adult sample, and internal consistency for ΔRewP was notably weaker at both time points, which is expected from two highly intercorrelated constituent scores.
Journal ArticleDOI

Psychometric considerations in the measurement of event-related brain potentials: Guidelines for measurement and reporting.

TL;DR: The present review considers the contextual factors that influence ERP score reliability and the downstream effects that reliability has on statistical analyses and advocates the use of generalizability theory for estimating score dependability as an improvement on classical test theory reliability estimates, suggesting that the latter is less well suited to ERP research.
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Methodological reporting behavior, sample sizes, and statistical power in studies of event-related potentials: Barriers to reproducibility and replicability.

TL;DR: It is indicated that failing to report key guidelines is ubiquitous and that ERP studies are primarily powered to detect large effects, and such low power and insufficient following of reporting guidelines represent substantial barriers to replication efforts.
Journal ArticleDOI

Reward sensitivity following boredom and cognitive effort: A high-powered neurophysiological investigation

TL;DR: Phenomenologically, participants in the boredom condition reported more fatigue than those in the cognitive effort condition, despite reporting exerting less effort, and neural and methodological implications for ego depletion research, including issues of replicability, are discussed.
Journal ArticleDOI

Psychometric properties of neural responses to monetary and social rewards across development

TL;DR: These data support the use of reward-related ERPs elicited by multiple reward types in studies of biomarkers of psychopathology and provides novel information about the psychometric properties of the social RewP/FN.
References
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Journal ArticleDOI

Coefficient alpha and the internal structure of tests.

TL;DR: In this paper, a general formula (α) of which a special case is the Kuder-Richardson coefficient of equivalence is shown to be the mean of all split-half coefficients resulting from different splittings of a test, therefore an estimate of the correlation between two random samples of items from a universe of items like those in the test.
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Intraclass correlations: uses in assessing rater reliability.

TL;DR: In this article, the authors present guidelines for choosing among six different forms of the intraclass correlation for reliability studies in which n target are rated by k judges, and the confidence intervals for each of the forms are reviewed.
Book

Bayesian Data Analysis

TL;DR: Detailed notes on Bayesian Computation Basics of Markov Chain Simulation, Regression Models, and Asymptotic Theorems are provided.
Journal ArticleDOI

Effects of noise letters upon the identification of a target letter in a nonsearch task

TL;DR: In this paper, a 1-sec tachistoscopic exposure, Ss responded with a right or left leverpress to a single target letter from the sets H and K or S and C. The target always appeared directly above the fixation cross.
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