Let and define the multilinear Littlewood-Paley-Stein operators by where $\vartheta_t(x, y)=\big(\frac{t}{t + |x - y|}\big)^{m \lambda}$. In this paper, our main aim is to investigate the boundedness of on non-homogeneous spaces. By means of probabilistic and dyadic techniques, together with non-homogeneous analysis, we show that is bounded from to under certain weak type assumptions. The multilinear non-convolution type kernels only need to satisfy some weaker conditions than the standard conditions of multilinear Calder'{o}n-Zygmund type kernels and the measures are only assumed to be upper doubling measures (non-doubling). The above results are new even under Lebesgue measures. This was done by considering first a sufficient condition for the strong type boundedness of based on an endpoint assumption, and then directly deduce the strong bound on a big piece from the weak type assumptions.

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