My SUT looks like:
foo.py bar.py tests/__init__.py [empty] tests/foo_tests.py tests/bar_tests.py tests/integration/__init__.py [empty] tests/integration/foo_test
You can use:
--cover-package=.
or even set environment variable
NOSE_COVER_PACKAGE=.
Tested with nose 1.1.2