It makes sense, same with Iceland. By participating in the EEA, Council of Europe, Schengen etc, they effectively are already beholden to most EU policies but without a seat at the policymaking table.
Having 1-2% of the votes in the European parliament is not worth giving up complete control over fisheries and monetary policy, in my opinion. They’d probably meddle with how Norway manages its natural resources, too.