How exactly are you setting up your home page? I think the problem is with it having unwanted pagination in first place and not that pagination being indexed.
In general robots.txt file is good way to prevent indexing in bulk. I think it would be following directive in your case (please test it so it doesn’t affec pagination in other places):
User-agent: *
Disallow: /page/