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Hideki Fukui

Biographic Data

ID5104105
NAMEHideki Fukui
GIVEN NAMESHideki
FAMILY NAMEFukui
SIGNATUREFUKUI H
AFFILIATIONSEhime University
ORCID0000-0003-1209-3059
VERIFIEDYes
TOTAL WORKS1
TOTAL CITATIONS1
WORKS AS AUTHOR1
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2023
LATEST PUBLICATION YEAR2023
H-INDEX1
  • Evaluating Different Covariate Balancing Methods

    Open Access•Hideki Fukui•ARTICLE•Statistics Politics and Policy•2023•Cited by: 1•References: 6

    We investigate the effectiveness of five weighting and matching techniques, including propensity score matching (PSM), in improving covariate balance and reducing bias when estimating treatment effects in finite-sample situations through Monte Carlo simulations. King and Nielsen (2019. “Why Propensity Scores Should Not Be Used for Matching.” Political Analysis 27 (4): 435–54) argue that pruning observations based on PSM with 1-to-1 greedy matchin…

  • Evaluating Different Covariate Balancing Methods

    Open Access•Hideki Fukui•ARTICLE•Statistics Politics and Policy•2023•Cited by: 1•References: 6

    We investigate the effectiveness of five weighting and matching techniques, including propensity score matching (PSM), in improving covariate balance and reducing bias when estimating treatment effects in finite-sample situations through Monte Carlo simulations. King and Nielsen (2019. “Why Propensity Scores Should Not Be Used for Matching.” Political Analysis 27 (4): 435–54) argue that pruning observations based on PSM with 1-to-1 greedy matchin…

  • Evaluating Different Covariate Balancing Methods

    Open Access•Hideki Fukui•ARTICLE•Statistics Politics and Policy•2023•Cited by: 1•References: 6

    We investigate the effectiveness of five weighting and matching techniques, including propensity score matching (PSM), in improving covariate balance and reducing bias when estimating treatment effects in finite-sample situations through Monte Carlo simulations. King and Nielsen (2019. “Why Propensity Scores Should Not Be Used for Matching.” Political Analysis 27 (4): 435–54) argue that pruning observations based on PSM with 1-to-1 greedy matchin…

Advanced Causal Inference Techniques (1 work) · Computer Science (1 work) · Covariate (1 work) · Econometrics (1 work) · Estimator (1 work) · Mahalanobis distance (1 work) · Markov chain Monte Carlo (1 work) · Matching (statistics (1 work) · Mathematics (1 work) · Medicine (1 work)

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