To change your password, click on your screen name in the upper right hand corner of this website (shown below):

Under "Membership Management", click on "Edit Profile". After clicking on the password button (shown below), you will see the "Account Password" form, where you'll need to enter your old password, and new password. After clicking on on "Submit Change", your new password will take effect immediately.