Table 3

Average and conditional treatment effects of FS1 and FS2 on ZSCORE

VariableGroupEffect95% CI (low)95% CI (high)
FS1ATE54.5026.4682.54
FS2ATE53.8418.8688.82
FS1SOE23.4718.2328.72
JSCB25.1822.9827.37
Large16.2514.7317.76
Small33.6230.2636.99
Post-COVID11.9711.0412.90
Pre-COVID31.4228.7234.11
FS2SOE31.4629.0333.89
Private24.3923.2225.55
Large29.0527.5830.53
Small21.7420.3223.16
Post-COVID30.8829.3132.45
Pre-COVID22.6521.3523.96

Note(s): This table reports ATEs and CATEs of FS1 and FS2 on ZSCORE using CDML terminology. Because FS1 and FS2 are system-year exposure variables rather than bank-level treatments, the estimates are interpreted as heterogeneous bank-level responses to common annual FBP changes. The 95% CI (Low/High) reports the lower/upper bounds of the confidence interval. SOE = state-owned commercial banks; JSCB = joint-stock commercial banks. FS1 and FS2 are measured as proportions; thus, a one-percentage-point effect equals the reported estimate × 0.01, while a one-standard-deviation effect equals the estimate × SD(FS1 or FS2). CDML estimates use honest sample splitting, cross-fitting, and out-of-bag diagnostics to limit overfitting

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