They said today that they would boycott the event because they believe that the president is selective in inviting war veterans' associations.
They also bear a grudge against Josipovic over his negative attitude to the proposal that legislation regulating their rights and entitlements be upgraded to a constitutional law.
They criticised the president for not holding any working meetings with war veterans.
Croatia observes Statehood Day on 25 June.