Let's say ${f\left( {x,y} \right)}$ is a continuous function and assume that:
$\int\limits_{ - \infty }^\infty {\left| {f\left( {x,y} \right)} \right|dx} $ converges for all $y $
2) $\int\limits_{ - \infty }^\infty {\left| {f\left( {x,y} \right)} \right|dy} $ converges for all $x $
Is the following statement correct? $$\int\limits_{ - \infty }^\infty {\int\limits_{ - \infty }^\infty {f\left( {x,y} \right)dxdy} } = \int\limits_{ - \infty }^\infty {\int\limits_{ - \infty }^\infty {f\left( {x,y} \right)dydx} } $$
This is supposed to be some version of Fubini's or Tonelli's theorem but I wasn't able to find the exact version for this case.
I think the conclusion is false.
Let $g\colon \mathbb{R}\to\mathbb{R}$ be a continuous non-negative function, such that $g(x) = 0$ if $x\not\in [0,1]$, and $\int_0^1 g = 1$. Let us consider the function $$ f(x,y) = \sum_{k=0}^\infty [g(x-k) - g(x-k-1)] g(y-k), \qquad (x,y)\in\mathbb{R}^2. $$ Observe that, for every $(x,y)\in\mathbb{R}^2$, at most one term of the series is different from $0$, and that assumptions 1) and 2) are satisfied.
Since, if $x\in [n, n+1]$, $n\in\mathbb{N}$, one has $$ f(x,y) = \begin{cases} g(x)g(y), & \text{if}\ n = 0, \\ g(x-n)[g(y-n) - g(y-n-1)], & \text{if}\ n\geq 1, \end{cases} $$ it is easy to see that $$ \int_{-\infty}^{+\infty} dx \int_{-\infty}^{+\infty} f(x,y)\, dy = 1. $$ On the other hand, if $y\in[n,n+1]$, $$ f(x,y) = [g(x-n) - g(x-n-1)] g(y-n), $$ hence $\int_{-\infty}^{+\infty} f(x,y) dx = 0$ for every $y\in\mathbb{R}$, and $\int_{-\infty}^{+\infty} dy \int_{-\infty}^{+\infty} f(x,y) dx = 0$ as well.