You can change the size of the brush, there's a drop down menu there that determines the size of the lines you draw. Pretty handy if you're making a bare bones type of map.
As for the eraser tool, I agree. Right now, I'm resorting to using the paintbrush with a white color selected, but it doesn't do the same as just having an eraser tool.