Marsupial diversification in Australia and the absence of other mammals reflect Australia’s long isolation. Australia has an abundance of endemic species—species found nowhere else—which is typical of islands whose isolation by expanses of water prevents species from migrating.
I believe that adaptation has also played a part in this as endemic species adapt to this type of climate and environment secluded from other parts.