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The replicability crisis has drawn attention to numerous weaknesses in psychology and social science research practice. In this work we focus on two issues that cannot be addressed with replication alone, and which deserve much more attention: Functional and structural misspecification. We demonstrate the severity of these problems via simulation, and provide recommendations for a …

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