You simply need to anchor to the top, left and bottom.
However.. make sure the object fits the length of the layout, otherwise there will always be a gap.
For instance, if the length of your layout is already larger than your screen size permits, you wont ever notice it stretch.
Thank you SW. Yes, it works fine as long as you set the Container field to the page setup size.