AIMC Topic: Behavioral Research

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PredPsych: A toolbox for predictive machine learning-based approach in experimental psychology research.

Behavior research methods Aug 1, 2018
Recent years have seen an increased interest in machine learning-based predictive methods for analyzing quantitative behavioral data in experimental psychology. While these methods can achieve relatively greater sensitivity compared to conventional u...
Humans Machine Learning Data Interpretation, Statistical Behavioral Research Psychology, Experimental
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Using machine learning to detect events in eye-tracking data.

Behavior research methods Feb 1, 2018
Event detection is a challenging stage in eye movement data analysis. A major drawback of current event detection methods is that parameters have to be adjusted based on eye movement data quality. Here we show that a fully automated classification of...
Humans Machine Learning Algorithms Eye Movements Task Performance and Analysis Biometry Behavioral Research
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The prevalence of statistical reporting errors in psychology (1985-2013).

Behavior research methods Dec 1, 2016
This study documents reporting errors in a sample of over 250,000 p-values reported in eight major psychology journals from 1985 until 2013, using the new R package "statcheck." statcheck retrieved null-hypothesis significance testing (NHST) results ...
Humans Prevalence Bias Behavioral Research
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