How do I determine the value of new altcoins?
The price is found when offer and bid intersect. Exchanges are platforms that facilitate the management and visibility of these, but less efficient markets work as well. 

The price is what you can get for it in exchange. You cannot dictate the price except by providing your own offers/bids.