Let be multiplicative functions taking values in the closed unit disc. Using an analytic approach in the spirit of Hal'{a}sz’ mean value theorem, we compute multidimensional averages of the shape as , where and are affine linear forms that satisfy some natural conditions. Our approach gives a new proof of a result of Frantzikinakis and Host that is distinct from theirs, with \emph{explicit} main and error terms. \ As an application of our formulae, we establish a \emph{local-to-global} principle for Gowers norms of multiplicative functions. We also compute the asymptotic densities of the sets of integers such that a given multiplicative function yields a fixed sign pattern of length 3 or 4 on almost all 3- and 4-term arithmetic progressions, respectively, with first term .

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