How do I remove and replace the water filter on my Kenmore Elite 106 Series refrigerator?

To change the water filter: press the eject button, pull out the old cap, install a new cap with O-rings attached onto the new filter cartridge, align the ridge and turn clockwise until it snaps into place, push the filter fully into the base grille opening (Page 12).