A unified empirical likelihood approach for testing MCAR and subsequent estimation
نویسندگان
چکیده
منابع مشابه
A Unified Maximum Likelihood Approach for Optimal Distribution Property Estimation
The advent of data science has spurred interest in estimating properties of distributions over large alphabets. Fundamental symmetric properties such as support size, support coverage, entropy, and proximity to uniformity, received most attention, with each property estimated using a different technique and often intricate analysis tools. We prove that for all these properties, a single, simple...
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ژورنال
عنوان ژورنال: Scandinavian Journal of Statistics
سال: 2018
ISSN: 0303-6898,1467-9469
DOI: 10.1111/sjos.12351