Why do PAreview/codesniffer gripe about missing "scope modifier"?
As this example blog shows, a testcase is a php class. The definition of setUp in the base class is a public function. Your implementation function of setUp must/should match the defined definition. So Parview bitches.

class MymoduleTestSuite extends DrupalUnitTestCase
{ ... }