In this paper, we introduce the generalized multi-parameter martingale BMO spaces. The atomic decomposition of the multi-parameter martingale Hardy-Lorentz space Hp,q s is given. With the help of this, the dual space of Hp,q s is characterized as the generalized BMO space. Finally, as an application, the John-Nirenberg inequality is generalized for multi-parameters.
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