Simplify the sum
$$ f(k,q)=\sum_{i=0}^k\binom{2i}{i+q}\binom{2k-2i}{k-i} $$
where $k,q$ are given integers satisfying $0<q\le k$.
I tried to simplify it combinatorially. For a lattice path $p$ using steps (1,1) and (1,-1) and starts from the origin, define $g_q(p)$ to be the number of intersections between $p$ and the line $y=2q$. One can notice that $f(k,q)$ calculates the sum $g_q(p)$ for all lattice paths from the origin to (2k,2q). If we enumerate the rightmost intersection between the path and the line $y=2q$, and denote its $x$ position by $2t$, then we have
$$ f(k,q)=\sum_{t=0}^k\left(\binom{2t}{t+q}-2\binom{2t-1}{t+q}\right)4^{k-t} $$
However this does not make the problem easier. How should I proceed? Any help is appreciated!
Supposing we seek to simplify
$$\sum_{j=0}^k {2j\choose j+q} {2k-2j\choose k-j}.$$
where $0\le q\le k.$ This is
$$[z^k] (1+z)^{2k} \sum_{j=0}^k {2j\choose j+q} \frac{z^j}{(1+z)^{2j}}.$$
Here the coefficient extractor enforces the upper limit of the sum and we find
$$[z^k] (1+z)^{2k} \sum_{j\ge 0} {2j\choose j+q} \frac{z^j}{(1+z)^{2j}}.$$
At this point we see that we will require residues and complex integration and continue with
$$\frac{1}{2\pi i} \int_{|z|=\varepsilon} \frac{(1+z)^{2k}}{z^{k+1}} \frac{1}{2\pi i} \int_{|w|=\gamma} \frac{1}{w^{q+1}} \sum_{j\ge 0} \frac{(1+w)^{2j}}{w^j} \frac{z^j}{(1+z)^{2j}} \; dw \; dz \\ = \frac{1}{2\pi i} \int_{|z|=\varepsilon} \frac{(1+z)^{2k}}{z^{k+1}} \frac{1}{2\pi i} \int_{|w|=\gamma} \frac{1}{w^{q+1}} \frac{1}{1-z(1+w)^2/w/(1+z)^2} \; dw \; dz \\ = \frac{1}{2\pi i} \int_{|z|=\varepsilon} \frac{(1+z)^{2k+2}}{z^{k+1}} \frac{1}{2\pi i} \int_{|w|=\gamma} \frac{1}{w^{q}} \frac{1}{w(1+z)^2-z(1+w)^2} \; dw \; dz \\ = \frac{1}{2\pi i} \int_{|z|=\varepsilon} \frac{(1+z)^{2k+2}}{z^{k+1}} \frac{1}{2\pi i} \int_{|w|=\gamma} \frac{1}{w^{q}} \frac{1}{(w-z)(1-wz)} \; dw \; dz.$$
For the geometric series to converge we must have $|z(1+w)^2/w/(1+z)^2| \lt 1$ or $|z/(1+z)^2| \lt |w/(1+w)^2|.$ This requires $\varepsilon/(1-\varepsilon)^2 \lt \gamma/(1+\gamma)^2.$ We will also require $w=z$ to be inside the contour for $w$ so we need $\varepsilon \lt \gamma.$ With $\varepsilon \ll 1$ and $\gamma \ll 1$ we may take $\varepsilon = \gamma^2$ for the latter inquality. We then get for the inquality from the geometric series $\gamma^2/(1-\gamma^2)^2 \lt \gamma / (1+\gamma)^2$ or $\gamma \lt (1-\gamma^2)^2/(1+\gamma)^2$ or $\gamma \lt (1-\gamma)^2.$ This holds for $\gamma\lt 1-1/\varphi$ with $\varphi$ the golden mean.
Now we have the pole at zero and the one at $w=z$ inside the contour in $w$. This means we can evaluate the integral by using the fact that residues sum to zero, taking minus the residue at $w=1/z$ and minus the residue at infinity, which is zero by inspection, however. (The pole at $w=1/z$ has modulus $1/\varepsilon$ and is outside the contour.) Computing minus the residue at $w=1/z$ we write$$- \frac{1}{2\pi i} \int_{|z|=\varepsilon} \frac{(1+z)^{2k+2}}{z^{k+2}} \frac{1}{2\pi i} \int_{|w|=\gamma} \frac{1}{w^{q}} \frac{1}{(w-z)(w-1/z)} \; dw \; dz.$$
With the sign change we obtain
$$\frac{1}{2\pi i} \int_{|z|=\varepsilon} \frac{(1+z)^{2k+2}}{z^{k+2}} z^q \frac{1}{1/z-z} \; dz = \frac{1}{2\pi i} \int_{|z|=\varepsilon} \frac{(1+z)^{2k+2}}{z^{k-q+1}} \frac{1}{1-z^2} \; dz \\ = \frac{1}{2\pi i} \int_{|z|=\varepsilon} \frac{(1+z)^{2k+1}}{z^{k-q+1}} \frac{1}{1-z} \; dz.$$
This is zero when $q\gt k$ and otherwise
$$\sum_{j=0}^{k-q} {2k+1\choose j} = \sum_{j=0}^k {2k+1\choose j} - \sum_{j=k-q+1}^k {2k+1\choose j}$$
or alternatively
$$\bbox[5px,border:2px solid #00A000]{ 4^k - \sum_{j=k-q+1}^k {2k+1\choose j}}$$
which is a closed form term plus a sum of $q$ terms. E.g. with $q=0$ we obtain $4^k$ and with $q=1,$ $4^k - {2k+1\choose k}$. For $q=2$ we have $4^k - {2k+1\choose k-1} - {2k+1\choose k}$ and so on.