Yes it really is as simple as that if your regulator is a screw on type.
The pigtail from our regulator just unclips after the tap is turned into the off position and clips back on to the replacement cannister, turn the tap on and that's that.
Sometimes the gas doesn't reach the appliance straight away but it's only a matter of seconds before it does.