Let $(S, d, \rho)$ be the affine group $\mathrm{R}^n \ltimes \mathrm{R}^+$
endowed with the left-invariant Riemannian metric $d$ and the right Haar
measure $\rho$, which is of exponential growth at infinity.
Let $S$ be the Lie group $\mathrm{R}^n\ltimes \mathrm{R}^+$ endowed with the
left-invariant Riemannian symmetric space structure and the right Haar measure
$\rho$, which is a Lie group of exponential growth. Hebisch and Steger in
[Math. Z. 245(2003), 37--61] proved that any integrable function on $(S,\rho)$
admits a Calder\'on--Zygmund decomposition which involves a particular family
of sets, called Calder\'on--Zygmund sets. In this paper, we first show the
existence of a dyadic grid in the group $S$, which has {nice} properties
similar to the classical Euclidean dyadic cubes.
A multivariable version of the strong maximal function is introduced and a
sharp distributional estimate for this operator in the spirit of the Jessen,
Marcinkiewicz, and Zygmund theorem is obtained. Conditions that characterize
the boundedness of this multivariable operator on products of weighted Lebesgue
spaces equipped with multiple weights are obtained. Results for other
multi(sub)linear maximal functions associated with bases of open sets are
studied too.