A distribution-free imputation procedure based on nonparametric kernel regression is proposed to estimate the distribution function and quantiles of a random variable that is incompletely observed.
Journal of the Royal Statistical Society. Series C (Applied Statistics), Vol. 34, No. 2 (1985), pp. 129-137 (9 pages) Although rich parametric families of distributions over the simplex now exist for ...
Nonparametric estimation and U-statistics have emerged as vital tools in modern statistical analysis, offering robust alternatives to traditional parametric methods. Nonparametric techniques bypass ...
Qian, W. and Yang, Y. (2016) Randomized Allocation with Arm Elimination in a Bandit Problem with Covariates, Electronic Journal of Statistics, 10, 242-270. Qian, W. and Yang, Y. (2016) Kernel ...
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