Titlebook: Causality in Policy Studies; a Pluralist Toolbox Alessia Damonte,Fedra Negri Book‘‘‘‘‘‘‘‘ 2023 The Editor(s) (if applicable) and The Author

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Gegenstand und Methodik der Informatik,oolean algebra required to model a hypothesis and find which part supports the explanatory claim in the cases at hand. Section . addresses the issue of gauging conditions to ensure the empirical plausibility of the analysis. Last, Sect. . summarizes the protocol, illustrated by the replicable example in the ..

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Counterfactuals with Experimental and Quasi-Experimental Variation,y assigned to the policy (regression discontinuity designs). We offer guidelines for empirical analysis in each of these settings and provide some applications of the methods proposed to the evaluation of education policies.

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,Correlation Is Not Causation, Yet… Matching and Weighting for Better Counterfactuals,chniques, smart statistical tools for reducing imbalance in the empirical distribution of pretreatment covariates between the treatment and control groups. Lastly, it provides an empirical illustration by focusing on two powerful algorithms: the entropy balancing (EB) and the coarsened exact matching (CEM). The chapter ends with caveats.

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https://doi.org/10.1007/978-3-663-02810-9tecedents to consequents are less exact than those linking gas leaks to explosions. It is, therefore, a crucial challenge for the philosophy of social science to give a compelling account of causal reasoning about social phenomena that does justice to the research problems faced by social scientists.

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https://doi.org/10.1007/978-3-663-02811-6ing public opinion estimates to account for observed imbalances between the survey sample and population of interest. It covers the history of MRP, recent advances, an example analysis with code, and concludes with a discussion of best practices and limitations of the approach.

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https://doi.org/10.1007/978-3-663-05539-6ntext. Although highly abstract, these examples suggest that ABM can be either a complement or an alternative to behavioral policy methods, especially when understanding social processes and exploring direct and indirect effects of interventions are important. Prospects and critical problems of thes