Methods for dealing with reaction time outliers.
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Summary
It is concluded using quantitative examples that robust measures are much less affected by outliers and cutoffs than measures based on moments, and fitting explicit distribution functions as a way of recovering means and standard deviations is probably not worth routine use.
- Type
- article
- Published
- 1993-11-01
- Cited by
- 2,107
- References
- 35
- OpenAlex
- https://openalex.org/W2113096305
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:20990026
Keywords
Outlier, Variance (accounting), Statistics, Econometrics, Mathematics
References
- Data Analysis and Regression
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- Speed-Accuracy Trade-Off in Recognition Memory
- A note on mimicking additive reaction time models
- Memory and cognition
- Evidence that thesame-different disparity in letter matching is not attributable to response bias
- Retrieval Processes in Recognition Memory
- Theoretical interpretations of the speed and accuracy of positive and negative responses.
- Speed and accuracy of same and different responses in perceptual matching
- INFERRED COMPONENTS OF REACTION TIMES AS FUNCTIONS OF FOREPERIOD DURATION.
- More on the speed and accuracy of positive and negative responses.
- Some problems arising in approximating to probability distributions, using moments
- The Stochastic Modeling of Elementary Psychological Processes
- Retrieval processes in continuous recognition.
- New developments in statistics for psychology and the social sciences
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- Allomorphic variation in Arabic: implications for lexical processing and representation.
- Socio-Cultural Construction of the Self: Effects of Voluntary Settlement, Public Self-Presentation, and Cultural Norms for Public Behavior.
- The divided visual field paradigm: Methodological considerations
- The role of accent salience and joint accent structure in meter perception.
- Comparing Different Methods for Multiple Testing in Reaction Time Data
- On the malleability of automatic attentional biases: Effects of feature-specific attention allocation
- Using response time to speech as a measure for listening effort
- Does attention bias modification improve attentional control? A double-blind randomized experiment with individuals with social anxiety disorder.
- Salience of unique hues and implications for color theory.
- Syntactic Constraints and Individual Differences in Native and Non-Native Processing of Wh-Movement
- Estimating the Relative Sociolinguistic Salience of Segmental Variables in a Dialect Boundary Zone
- Data from Russian Help to Determine in Which Languages the Possible Word Constraint Applies
- Looking forwards and backwards: The real-time processing of Strong and Weak Crossover
- Self-control in Online Discussions: Disinhibited Online Behavior as a Failure to Recognize Social Cues
- The Effects of Value on Context-Item Associative Memory in Younger and Older Adults
- Probing the temporal dynamics of the exploration-exploitation dilemma of eye movements.
- Sounds enhance visual completion processes
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