From Amazon.com .
Episode 1 and clips can be found on DVD on "Lost In Time" and the full audio soundtrack is on the BBC Radio Collection CD. The DVD is available for ordering (Amazon.co.uk only at present):

The full serial with the reconstructed episode 3 can be found on the US iTunes store

The photonovel for the missing episode 3 can be found below:

Episode 3