While ginger is known for its anti-inflammatory properties, which may reduce tremors, no scientific evidence links ginger consumption to tremor reduction. Some evidence suggests that eating a Mediterranean diet, drinking caffeine, and refraining from alcohol consumption might help with tremors (12).