We provide novel, high-order accurate methods for non-parametric inference on quantile differences between two populations in both unconditional and conditional settings. These quantile differences ...
The Annals of Statistics, Vol. 48, No. 3 (June 2020), pp. 1383-1408 (26 pages) The problem of determining a periodic Lipschitz vector field b = (b₁, . . . , bd) from an observed trajectory of the ...
Empirical likelihood methods have emerged as a robust, non‐parametric framework for statistical inference that skilfully bypasses the need for strong parametric assumptions. By constructing likelihood ...
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