It is just the way Japanese address each other. Especially among young people, those a few years older are addressed as "big sister" and "big brother" (oneesan and oniisan respectively). People old enough to be your parents are addressed as auntie and uncle (obasan and ojisan).
Hiyori has been longing for a big sister to spoil her, and latched on to Kaede.