Identify the most accurate statement describing the cause$-$and$-$effect relationship, when $x$ is an independent variable and $Y$ is the dependent variable.

The change in $x$ and only the change in $x$ is responsible for the change in $Y$

The change in $x$ is responsible for the change in $Y.$

$x$ is strongly associated with $Y$

$x$ will cause $Y$