Nested Analysis as a Mixed-Method Strategy for Comparative Research
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Abstract
Despite repeated calls for the use of “mixed methods” in comparative analysis, political scientists have few systematic guides for carrying out such work. This paper details a unified approach which joins intensive case-study analysis with statistical analysis. Not only are the advantages of each approach combined, but also there is a synergistic value to the nested research design: for example, statistical analyses can guide case selection for in-depth research, provide direction for more focused case studies and comparisons, and be used to provide additional tests of hypotheses generated from small-N research. Small-N analyses can be used to assess the plausibility of observed statistical relationships…
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Keywords
- Joins
- Computer science
- Outlier
- Selection (genetic algorithm)
- Causal inference
- Data science
- Management science
- Statistical analysis
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