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Steve Weber UC Berkeley What are the goals of theory? To understand To predict To influence To control
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Steve Weber UC Berkeley To build a theory…... Categorization What information is relevant? What information can you ignore? Description is never just description
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Steve Weber UC Berkeley Correlation is not causality Statistics explain nothing If we understand the process, we can understand the conditions under which it will happen.
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Steve Weber UC Berkeley Theories do: Explanation Prediction Prescription
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Steve Weber UC Berkeley How do you know if a theory is ‘valid’? Testing Evaluation Faith = BAD
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Steve Weber UC Berkeley The Classical Physics Model Fundamental determinants of phenomenon Small number of variables Clearly defined relationships between them Measurable! Parsimony is a good thing
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Steve Weber UC Berkeley The Social Science Challenge Equifinality and Multifinality Hard to measure variables Sets of theories or contingent generalizations require boundary conditions: when do they apply and when don’t they? »Progress is about moving from probabilistic statements to contingent statements
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Steve Weber UC Berkeley So what’s a ‘good’ theory? Accuracy Parsimony Causality Heuristic Value
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