On the weak invariance principle for random fields with commuting filtrations under L1-projective criteria
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arXiv
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| Format: | Preprint |
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2025
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| author | Cuny, Christophe Dedecker, Jérôme Merlevède, Florence |
| author_facet | Cuny, Christophe Dedecker, Jérôme Merlevède, Florence |
| contents | We consider a field $f \circ T_1^{i_1} \circ \cdots \circ T_d^{i_d}$ where $T_1, \dots , T_d$ arecommuting transformations, one of them at least being ergodic. Considering the case of commuting filtrations, we are interested by giving sufficient ${\mathbb L}^1$-projective conditions ensuring that the normalized partial sums indexed by quadrants converge in distribution to a normal random variable. We also give sufficient conditions ensuring the weak invariance principle for the partial sums process. For the central limit theorem (CLT), the proof combines a truncated orthomartingale approximation with the CLT for orthomartingales due to Voln{ý}. For the functional form, a new maximal inequality is needed and is obtained via truncation techniques, blocking arguments and orthomartingale approximations. The case of completely commuting transformations in the sense of Gordin can be handled in a similar way. Application to bounded Lipschitz functions of linear fields whose innovations have moments of a logarithmic order will be provided, as well as an application to completely commuting endomorphisms of the m-torus. In the latter case, the conditions can be expressed in terms of the ${\mathbb L}^1$-modulus of continuity of $f$. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_20380 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | On the weak invariance principle for random fields with commuting filtrations under L1-projective criteria Cuny, Christophe Dedecker, Jérôme Merlevède, Florence Probability We consider a field $f \circ T_1^{i_1} \circ \cdots \circ T_d^{i_d}$ where $T_1, \dots , T_d$ arecommuting transformations, one of them at least being ergodic. Considering the case of commuting filtrations, we are interested by giving sufficient ${\mathbb L}^1$-projective conditions ensuring that the normalized partial sums indexed by quadrants converge in distribution to a normal random variable. We also give sufficient conditions ensuring the weak invariance principle for the partial sums process. For the central limit theorem (CLT), the proof combines a truncated orthomartingale approximation with the CLT for orthomartingales due to Voln{ý}. For the functional form, a new maximal inequality is needed and is obtained via truncation techniques, blocking arguments and orthomartingale approximations. The case of completely commuting transformations in the sense of Gordin can be handled in a similar way. Application to bounded Lipschitz functions of linear fields whose innovations have moments of a logarithmic order will be provided, as well as an application to completely commuting endomorphisms of the m-torus. In the latter case, the conditions can be expressed in terms of the ${\mathbb L}^1$-modulus of continuity of $f$. |
| title | On the weak invariance principle for random fields with commuting filtrations under L1-projective criteria |
| topic | Probability |
| url | https://arxiv.org/abs/2503.20380 |