ArticleAttention, perception & psychophysics2019
Forget binning and get SMART: Getting more out of the time-course of response data.
Article in Attention, perception & psychophysics, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed.
- Physiological Evidence for the Time-dependent Resolution of Response Conflicts.Journal of cognitive neuroscience · 2026Article
- Changes in corticospinal excitability in response to mediolateral gait instability.Experimental physiology · 2026Article
- Exploring the spatial interference effects elicited by social and non-social targets: A conditional accuracy function approach.British journal of psychology (London, England : 1953) · 2025Article
- The temporal dynamics of visual attention.Journal of experimental psychology. General · 2025Article
- A Circle-Drawing Task for Studying Reward-Based Motor Learning in Children and Adults.Behavioral sciences (Basel, Switzerland) · 2024Article
- Identifying a distractor produces object-based inhibition in an allocentric reference frame for saccade planning.Scientific reports · 2024Article
- Retinal eccentricity modulates saliency-driven but not relevance-driven visual selection.Attention, perception & psychophysics · 2024Article
- Older adults use fewer muscles to overcome perturbations during a seated locomotor task.Journal of neurophysiology · 2024Article
- Pre-saccadic shifts of attention in individuals diagnosed with schizophrenia.Brain and behavior · 2024Article
- Gaze behavior in response to affect during natural social interactions.Frontiers in psychology · 2024Article
- Saccadic trajectories deviate toward or away from optimally informative visual features.iScience · 2023Article
- Adaptive changes to saccade amplitude and target localization do not require pre-saccadic target visibility.Scientific reports · 2023Article
- Distractor-induced saccade trajectory curvature reveals visual contralateral bias with respect to the dominant eye.Scientific reports · 2022Article
- Eye contact avoidance in crowds: A large wearable eye-tracking study.Attention, perception & psychophysics · 2022Article
- Current foveal inspection and previous peripheral preview influence subsequent eye movement decisions.iScience · 2022Article
- Mislocalization after inhibition of saccadic adaptation.Journal of vision · 2022Article
- Data-driven RRAM device models using Kriging interpolation.Scientific reports · 2022Article
- Salient objects dominate the central fixation bias when orienting toward images.Journal of vision · 2021Article
- Proactive distractor suppression elicited by statistical regularities in visual search.Psychonomic bulletin & review · 2021Article
- The dynamics of saliency-driven and goal-driven visual selection as a function of eccentricity.Journal of vision · 2021Article
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Authors and funding
3 authors.
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Abstract
Many experiments aim to investigate the time-course of cognitive processes while measuring a single response per trial. A common first step in the analysis of such data is to divide them into a limited number of bins. As we demonstrate here, the way one chooses these bins can considerably influence the resulting time-course. As a solution to this problem, we here present the smoothing method for analysis of response time-course (SMART)-a complete package for reconstructing the time-course from one-sample-per-trial data and performing statistical analysis. After smoothing the data, the SMART weights the data based on the effective number of data points per participant. A cluster-based permutation test then determines at which moments the responses differ from a baseline or between two conditions. We show here that, in contrast to contemporary binning methods, the chosen temporal resolution has a negligible effect on the SMART reconstructed time-course. To facilitate its use, the SMART method, accompanied by a tutorial, is available as an open-source package.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.