I looked back at some of the census records from my own family, and you are correct. 1900 and 1910 Census give year of immigration and immigration status (naturalized or alien) but do not list year of immigration. 1920 lists the year of naturalization, if naturalized.
Glad you found a match! Have you had any luck finding your ancestor in the passenger lists here on Ancestry?