"Early in the development of the subject it was noticed that $\Bbb{Z}$ has many properties in common with $A=\Bbb{F}[T]$, the ring of polynomials over a finite field. Both rings are principal ideal domains, both have the property that the residue class ring of any non-zero ideal is finite, bothe have infinitely many prime elements, and both rings have finitely many units. Thus, one is led to suspect that many results which hold in $\Bbb{Z}$ have analogues in $A$."
That quote is from the preface of Michael Rosen's book Number Theory in Function Fields, and is a central theme in that book.
The early parts of that book are IMHO very accessible. The analogues of for example the following concepts/results are explained:
- Euler totient function
- Wilson's theorem
- Prime number theorem (the result $\pi(x)\approx \dfrac{\ln x}x$ in $\Bbb{Z}$)
- Basic arithmetic functions
These rely on the idea that the degree of a polynomial is an adequate measure of its size much like the absolute value of an integer.
Reciprocity laws are also easy to derive in the ring $A$. If $Q$ and $P$ are monic irreducibles of respective degree $m, n$ in $A$, then we have the symmetric function
$$
\prod_{\alpha,\beta}(\beta-\alpha)=(-1)^{mn}\prod_{\beta,\alpha}(\alpha-\beta),
$$
where $\alpha$ (resp. $\beta$) ranges over zeros of $Q$ (resp. $P$). The reciprocity laws follow from this.
- The theory of $L$-functions is also easier in $A$ (the analytical problems are easier to handle), and leads to the equidistribution of irreducible monic polynomials into (coprime) residue classes modulo a given polynomial - a perfect analogy with Dirichlet's result on equidistribution of prime numbers into cosets modulo a given integer. Several people have found very explicit results in interesting enough subcases.
- The study of extension fields of function fields (an analogue of algebraic number theory) is a natural extension. There is an analogue of the Riemann hypothesis - introduced in Rosen's chapter 4, and proven(!) in chapter 8. Algebraic geometric thinking and tools help here, but Rosen's book is IIRC self-contained to this extent.
Other analogues studied in Rosen's book include:
- Artin's primitive root Conjecture (proven by Bilharz)
- ABC-conjecture (a Theorem on the function field side)
- Material leading to class field theory (this is more advanced)
An analogue that I know to have been studied, but was left out from Rosen's book is the game related to twin primes. The analogue here depends on the size of the field $|\Bbb{F}|=q$. Remember that we view low degree polynomials as small, so two polynomials are close to each other, if their difference has low degree.
- If $q>2$, then a natural analogue of the twin prime conjecture is to ask about the existence of irreducible polynomials differing only at their constant term.
- If $q=2$, then all irreducible polynomials other than $T$ have constant term equal to $1$. Furthermore, the number of terms of an irreducible has to be odd (otherwise $T-1$ is a factor). Thus the smallest possible difference between two irreducible monic polynomials is $T^2+T$.
I know that at least Stephen D. Cohen (Glasgow/Bristol) has pursued this, but IIRC the main question is still open.
In general number theory in $A$ seems to be easier than in $\Bbb{Z}$. I'm not the right person to explain the reason for that. Viewed in one way (IIRC Milne's lecture notes?) we get that the usual zeta-function is that of a single point, and when dealing with $A$ only need to deal with the extra layer brought about by a single prime (the direct analogue of the zeta-function looks a lot like a single factor in the Euler product version of Riemann zeta), and that is easier.