The most likely weather forecast to provide the family with the most accurate prediction for their hiking trip in less than a week is a 7-day weather forecast.
Forecasts become less reliable the further out they go, so a 3-day forecast would be accurate but not give a full week view. A long-range forecast is generally less accurate for specific days, and a monthly weather outlook is too broad.