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Let , with , and let be the multivariate Bessel operator defined by In this paper, we develop the theory of Hardy spaces and BMO-type spaces associated with the Bessel operator . We then study the higher-order Riesz transforms associated with . First, we show that these transforms are Calderón-Zygmund operators. We further prove that they are bounded on the Hardy spaces and BMO-type spaces associated with .

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