Yes.  You will need to figure out how much gas (in ETH) the transaction will cost, but luckily simple ETH transfers are exactly 21,000 gas (I think, double check this number).  This means to know how much ETH will be spent on gas you will need to multiply that by the chosen gas price (e.g., 10^10).