Proposes conditional generalized propensity score-based spatial matching (CGPSsm) to adjust for unmeasured spatial confounding when estimating causal effects of continuous exposures conditional on binary status.
Selecting an appropriate caliper can be essential for achieving good balance with propensity score matching
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Adjustment for Unmeasured Spatial Confounding in Settings of Continuous Exposure Conditional on the Binary Exposure Status: Conditional Generalized Propensity Score-Based Spatial Matching
Proposes conditional generalized propensity score-based spatial matching (CGPSsm) to adjust for unmeasured spatial confounding when estimating causal effects of continuous exposures conditional on binary status.