America/Detroit is a valid IANA timezone. Eastern is not.
Edit: Etzos has pointed out that US/Eastern is on the list. Thanks for correction.
Speaking as if the Olson tz database is authoritative and official reminds me of when some small country cancelled summer time with only a few days notice and our OS vendors were not going to be putting out a patch in time. While explaining the process of downloading the Olson tz database and updating systems manually, a coworker asked who gave them (the country's government) permission to cancel DST. It took longer than it should have for me to come up with an explanation that sovereign countries don't need permission from the Internet or OS vendors to change their laws and regulations. The computers track the government actions, not the other way around.
> some small country cancelled summer time with only a few days notice
Egypt just did that.- In April, Egypt announced daylight time would start July 7. http://english.ahram.org.eg/NewsContent/1/0/204655/Egypt/0/D...
- On June 30, Egypt decided daylight time would start July 5. http://english.ahram.org.eg/NewsContent/1/64/232199/Egypt/Po...
- On July 4, Egypt decided not to have daylight time. http://english.ahram.org.eg/NewsContent/1/64/232478/Egypt/Po...
Edit: Just want to clarify that "Eastern" and others are indeed on that list and everywhere I've needed them have worked in place of the physical location equivalent. The physical locations, however, are the standard for the respective timezones--I am not commenting on the correctness of the GP post.
To add another layer of complexity, the tz database is capable of representing time zones whose definitions are themselves changing over time. If your state government decides to switch from Eastern to Central time next year, you still want to be able to accurately answer questions like "what was the current local time in this location at UTC instant t?".