The Ninja Gaiden Master Collection PC port now has some graphics options.
The collection launched last month and was immediately found wanting, with severely limited customisation and graphics options.
To play in fullscreen mode you had to launch the game and then click the maximise icon in the upper-right of the title bar. At launch the game started in windowed mode every time.