Matching - Advanced Quantitative Research Methodology Lecture Notes Matching to Reduce Model Dependence 1 Gary King http/GKing.Harvard.Edu 1 c

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Unformatted text preview: Advanced Quantitative Research Methodology, Lecture Notes: Matching to Reduce Model Dependence 1 Gary King http://GKing.Harvard.Edu January 18, 2010 1 c Copyright 2010 Gary King, All Rights Reserved. Gary King http://GKing.Harvard.Edu () Advanced Quantitative Research Methodology, Lecture Notes: Matching to Reduce Model January 18, 2010 1 / 18 References Daniel Ho, Kosuke Imai, Gary King, and Elizabeth Stuart.” Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference ,” Political Analysis , 15 (2007): 199-236. Gary King () Matching to Reduce Model Dependence January 18, 2010 2 / 18 References Daniel Ho, Kosuke Imai, Gary King, and Elizabeth Stuart.” Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference ,” Political Analysis , 15 (2007): 199-236. Stefano M. Iacus, Gary King, and Giuseppe Porro, ” Causal Inference Without Balance Checking: Coarsened Exact Matching ,” 2010. Gary King () Matching to Reduce Model Dependence January 18, 2010 2 / 18 References Daniel Ho, Kosuke Imai, Gary King, and Elizabeth Stuart.” Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference ,” Political Analysis , 15 (2007): 199-236. Stefano M. Iacus, Gary King, and Giuseppe Porro, ” Causal Inference Without Balance Checking: Coarsened Exact Matching ,” 2010. Stefano M. Iacus, Gary King, and Giuseppe Porro, ” Multivariate Matching Methods That are Monotonic Imbalance Bounding ,” 2010. Gary King () Matching to Reduce Model Dependence January 18, 2010 2 / 18 References Daniel Ho, Kosuke Imai, Gary King, and Elizabeth Stuart.” Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference ,” Political Analysis , 15 (2007): 199-236. Stefano M. Iacus, Gary King, and Giuseppe Porro, ” Causal Inference Without Balance Checking: Coarsened Exact Matching ,” 2010. Stefano M. Iacus, Gary King, and Giuseppe Porro, ” Multivariate Matching Methods That are Monotonic Imbalance Bounding ,” 2010. Related Software: WhatIf , MatchIt , Zelig , CEM Gary King () Matching to Reduce Model Dependence January 18, 2010 2 / 18 References Daniel Ho, Kosuke Imai, Gary King, and Elizabeth Stuart.” Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal Inference ,” Political Analysis , 15 (2007): 199-236. Stefano M. Iacus, Gary King, and Giuseppe Porro, ” Causal Inference Without Balance Checking: Coarsened Exact Matching ,” 2010. Stefano M. Iacus, Gary King, and Giuseppe Porro, ” Multivariate Matching Methods That are Monotonic Imbalance Bounding ,” 2010....
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This note was uploaded on 05/12/2010 for the course APPLIED ST 2010 taught by Professor Various during the Spring '10 term at Universidad Nacional Agraria La Molina.

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Matching - Advanced Quantitative Research Methodology Lecture Notes Matching to Reduce Model Dependence 1 Gary King http/GKing.Harvard.Edu 1 c

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