Can I make the first year choice for prior tax years?

I was considered a non-resident alien for tax purposes in 2016 and 2017, but turned resident alien in 2018. Does the IRS accept first year choices for prior years? I'd like to file a 1040 for 2017 with the first year choice if possible, but was not sure if this was allowed.