Hand tremors don't always mean a person has Parkinson's disease (PD). Essential tremors are one of the most common causes of hand tremors and can occur without any other neurological signs. However, hand tremors can also point to other conditions, such as multiple sclerosis (MS) or dystonia. They can also occur following a stroke or traumatic brain injury.