Analyzing reaction times

RH Baayen, P Milin - International journal of psychological …, 2010 - dialnet.unirioja.es
El análisis de los tiempos de reacción (RTs) constituyen una valiosa herramienta en la
psicología experimental. Las consideraciones metodológicas clásicas relacionadas al …

Effective analysis of reaction time data

R Whelan - The psychological record, 2008 - Springer
Most analyses of reaction time (RT) data are conducted by using the statistical techniques
with which psychologists are most familiar, such as analysis of variance on the sample …

Effects of truncation on reaction time analysis.

R Ulrich, J Miller - Journal of Experimental Psychology: General, 1994 - psycnet.apa.org
Many reaction time (RT) researchers truncate their data sets, excluding as spurious all RTs
falling outside a prespecified range. Such truncation can introduce bias because extreme …

Analysis of response time distributions

T Van Zandt - Stevens' handbook of experimental psychology, 2002 - books.google.com
Response time (RT) is ubiquitous in experimental psychology. It is perhaps the most
important measure used to investigate hypotheses about mental processing. Fifteen of the …

Mental chronometry and individual differences: Modeling reliabilities and correlations of reaction time means and effect sizes

J Miller, R Ulrich - Psychonomic bulletin & review, 2013 - Springer
We used a general stage-based model of reaction time (RT) to investigate the psychometric
properties of mean RTs and experimental effect sizes (ie, differences in mean RTs). Using …

A tutorial for analyzing human reaction times: How to filter data, manage missing values, and choose a statistical model

CM Lachaud, O Renaud - Applied Psycholinguistics, 2011 - cambridge.org
This tutorial for the statistical processing of reaction times collected through a repeated-
measure design is addressed to researchers in psychology. It aims at making explicit some …

Reaction time analysis with outlier exclusion: Bias varies with sample size

J Miller - The Quarterly Journal of Experimental Psychology …, 1991 - journals.sagepub.com
To remove the influence of spuriously long response times, many investigators compute
“restricted means”, obtained by throwing out any response time more than 2.0, 2.5, or 3.0 …

[PDF][PDF] How to use MATLAB to fit the ex-Gaussian and other probability functions to a distribution of response times

Y Lacouture, D Cousineau - Tutorials in quantitative methods for …, 2008 - researchgate.net
This article discusses how to characterize response time (RT) frequency distributions in
terms of probability functions and how to implement the necessary analysis tools using …

To transform or not to transform: Using generalized linear mixed models to analyse reaction time data

S Lo, S Andrews - Frontiers in psychology, 2015 - frontiersin.org
Linear mixed-effect models (LMMs) are being increasingly widely used in psychology to
analyse multi-level research designs. This feature allows LMMs to address some of the …

Uncovering mental processes with factorial experiments

JT Townsend - Journal of Mathematical Psychology, 1984 - Elsevier
The analysis of reaction time (RT) additivity and interactions via factorial manipulation is a
widely used and potentially powerful tool for elucidating mental processing; however …