How do I book in advance online for the Shinkansen

I want to go to Tokushima's Awa Odori from Osaka and I don’t know how to book the tickets because the usual sites doesn’t have tokushima on the drop down menu. How do I book train tickets in advance so I don’t miss out?

USA traveler