Non-parametric estimation of reciprocal coordinate subtangent for right censored dependent scheme |
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Authors: | T. B. Sreejith G. Rajesh |
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Affiliation: | Department of Statistics, Cochin University of Science and Technology, Cochin, Kerala, India |
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Abstract: | The concept of reciprocal coordinate subtangent (RCST) has been used as a useful tool to study the monotone behavior of a continuous density function and for characterizing probability distributions. In this paper, we propose a non-parametric estimator for RCST based on the censored dependent data. Asymptotic properties of the estimator are established under suitable regularity conditions. A simulation study is carried out to examine the performance of the estimator. The usefulness of the estimator is also examined through a real data. |
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Keywords: | Reciprocal coordinate subtangent (RCST) kernel density estimation mean squared error (MSE) mean integrated squared error (MISE) |
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