Pecans are a good source of calcium, magnesium, and potassium, which help lower blood pressure. Most of the fat found in pecans is a healthy type called monounsaturated fat. Eating foods with monounsaturated fat instead of foods high in saturated fats (like potato chips) can help lower levels of bad LDL cholesterol.