There was a strong negative correlation between LF/HF ratio and BSI in elite female athletes but it did not reach statistical significance.
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Sympathovagal Balance and Body Shape Index in Elite and Amateur Athletes: The Relationship Unraveled.
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The sentences
There was a weak significant positive correlation between BSI and LF/HF Ratio in amateur females on treadmill exercise whereas a weakly significant negative correlation was obtained in amateur males on ergometer exercise.