Changing algorithms
Page ranks of websites are now updated more regularly , once a month or even more frequently. Website metrics are always changing, so a website owner will have to live with it.
That is the reason you always diversify and have a large number of websites.
A website may lose backlinks over a period of time, it can also gain links over time.
It is a choice an advertiser has to make.