Add the :selected option.
Example:
collection_select(:post, :author_id, Author.all, :id, :name_with_initial, {:selected => "whatever_value"})
Example took from: ApiDock
In your case:
<%= collection_select :PriceRange, "7", PriceRange.where('value > 0'), :value, :name, {:selected => "whatever"} %>