Finite fields, Linear Algebra

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I just started my first upper level undergrad course, and as we were being taught vector spaces over fields we quickly went over fields. What confused me was when the book (Advanced Linear Algebra, Cooperstein) said that the the set {0, 1, 2} was a field. However, to my understanding, that set doesn't satisfy the axiom, "For every element a in F, there is an element b such that a+b=0", among others. Can someone help clarify where my understanding is off.

Also Cooperstein states "for every prime power p^n, there exists a field with p^n elements" and then doesn't expand on it. If someone could give an example or proof i would be very grateful.

Thanks for reading.

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$\{0,1,2\}$ is a field if you do all arithmetic modulo 3, that is, adding/subtracting an appropriate multiple of $3$ after each operation to make the result one of $0$, $1$ or $2$.

In aritmetic modulo 3, the negative of $1$ is $2$, because $1+2=3$ and subtracting $3$ to get that into the range $\{0,1,2\}$ makes $0$.

This construction will give you the fields with $p$ elements. Getting to the fields with $p^n$ elements for $n\ge 2$ requires more algebraic prerequisites than will probably fit comfortably into a MSE answer.

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