The Obama administration late Wednesday said it would appeal a federal judge's order directing federal health officials to make the Plan B emergency contraceptive available without a prescription to all women and girls, regardless of age.

In appealing the decision, the administration signaled that while it was willing to loosen the age restriction for Plan B, it will fight eliminating the restriction altogether.

The...