Use each matched pair as a separate stratum with its own baseline hazard and fit one common treatment coefficient . The Stratified Cox model partial likelihood multiplies the within-pair risk-set contributions, eliminating all pair-specific baselines. Test by the corresponding conditional score, likelihood-ratio, or Wald test.
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