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Abstract In this article, we propose an estimator of Shannon entropy based on kernel estimators of density function in length-biased setting. The strong consistency of the proposed estimators is established.… Click to show full abstract
Abstract In this article, we propose an estimator of Shannon entropy based on kernel estimators of density function in length-biased setting. The strong consistency of the proposed estimators is established. In addition, some simulations are conducted to evaluate the performance of the proposed estimator.
Keywords:
strong consistency;
shannon entropy;
length biased
Journal Title: Communications in Statistics - Theory and Methods
Year Published: 2020
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Journal Title: Communications in Statistics - Theory and Methods
Year Published: 2020
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!