Data & Statistics · Challenge problem

Every value $x$ in a data set is replaced by $ax + b$, where $a$ and $b$ are constants and $a < 0$. This changes the mean of the data set from $10$ to $5$ and its (population) standard deviation from $4$ to $6$. Find $b$.