References

• 2015Estimating the reproducibility of psychological science8,516 cited
• 2010To Explain or to Predict?3,127 cited
• 2004Should We Trust Web-Based Studies? A Comparative Analysis of Six Preconceptions About Internet Questionnaires.2,929 cited
• 2013Private traits and attributes are predictable from digital records of human behavior2,848 cited
• 2017Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning1,928 cited
• 2018Evaluating the replicability of social science experiments in Nature and Science between 2010 and 20151,535 cited
• 2016Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization1,368 cited
• 2015Computer-based personality judgments are more accurate than those made by humans1,179 cited
• 2018User Data Privacy: Facebook, Cambridge Analytica, and Privacy Protection835 cited
• 2015Regional Personality Differences in Great Britain271 cited
• 2019Using a Probabilistic Model to Assist Merging of Large-Scale Administrative Records227 cited
• 2020Personality Research and Assessment in the Era of Machine Learning157 cited
• 2018Big data in psychology: A framework for research advancement.139 cited

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