Abstract
We prove weighted and vector-valued variational estimates for ergodic averages on$\mathbb{R}^{d}$. The weighted square function estimate relating ergodic averages to the dyadic martingale is obtained using an$\ell ^{r}$version of a reverse Hölder inequality for variation seminorms.
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