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Economic Modelling · 2023 · 20 citations · 139 references
Social SciencesEconomicsFinanceFinancial EconomicsMacroeconomicsMonetary EconomicsAsset Pricing EmpiricsCapital MarketsInflation PolicyMonetary PolicyMonetary Transmission MechanismVolatility ModelingInflation VolatilityMarket Share VolatilityMarket Volatility Effects
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The central role of the propensity score in observational studies for causal effects
Paul R. Rosenbaum, Donald B. Rubin · Biometrika · 1983 · 31K citations · Full text
Public Health, Biostatistics, Causal Inference +16
Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity‐score matched samples
Peter C. Austin · Statistics in Medicine · 2009 · 6.5K citations · Full text
Public Health, Biostatistics, Causal Inference +10
SOME PRACTICAL GUIDANCE FOR THE IMPLEMENTATION OF PROPENSITY SCORE MATCHING
Marco Caliendo, Sabine Kopeinig · Journal of Economic Surveys · 2008 · 6.2K citations
Marginal Structural Models and Causal Inference in Epidemiology
James M. Robins, Miguel A. Hernán, Babette Brumback · Epidemiology · 2000 · 5.5K citations
Public Health, Biostatistics, Causal Inference +14
Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group
Ralph B. D’Agostino · Statistics in Medicine · 1998 · 5.4K citations