It is similar, yes.
Although, because of the orientations of the earth and moon at new/full moons, the new/full earths occur at opposite times (i.e. at full moon from the earth it would be "new earth" from the moon).
Also, the earth would appear much larger in the moon's sky, than the moon does from earth, of course.