I found that if the exception is thrown in the same method that it is caught, the stack trace is not preserved, for what it's worth.
void testExceptionHandling()
{
try
{
throw new ArithmeticException("illegal expression");
}
catch (Exception ex)
{
throw;
}
finally
{
System.Diagnostics.Debug.WriteLine("finally called.");
}
}