> what is causing the value of each coin to increase? One would expect that supply and demand would not increase together for any significant period of time.

Yes, but a lot of economics is psychological. http://www.npr.org/templates/transcript/transcript.php?story...

Summary: A currency works because enough people think it has value. Psychological sleight of hand is how Brazil beat 80% hyperinflation two decades ago.