When seasonal structure dominates: rethinking causal attribution in environmental epidemiology
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Reproducibility is widely treated as evidence of reliable causal inference in environmental epidemiology. Yet in environmental time-series studies, exposures, behaviours, and mortality often share strong seasonal structure, making causal inference highly depen... ...