MatchIt: Nonparametric preprocessing for parametric causal inference

Mathematics

• Data Preprocessing 100%
• Parametric Inference 88%
• Causal Inference 82%
• Preprocessing 70%
• Parametric Model 63%
• Statistical Modeling 36%
• Justify 30%
• Statistical Model 29%
• Software 27%
• Robustness 25%
• Modeling 19%
• Range of data 18%

Business & Economics

• Matching Method 78%
• Causal Inference 78%
• Statistical Model 41%
• Robustness 37%
• Parametric Model 36%
• Modeling 35%
• Inference 25%
• Software 19%

Engineering & Materials Science

• Statistical Models 55%