You can use an Array to hold all your numbers, in your case 10 - 50.
For indexes 0-14 you put in values 10 - 24. Then you can have 15 and 16 both hold 25, 17 and 18 both hold 26. Essentially adding more indexes in your Array with the same values you want to be more likely.
Roll a random of all your Indexes and take the value from the array at that index.