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    Deriving the Efficiency Function for Type I Censored Sample from Exponential Distribution Using Sup-Entropy

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    Author
    Kittaneh, Omar cc
    Subject
    Entropy
    Type I censoring
    Type II censoring
    Date
    2012
    
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    Abstract
    This paper utilizes information theory to quantify Efficiency of Type I Censored sample drawn from Exponential Distribution and the consequent information loss due to Censoring. Based on Awad Sup-Entropy, an Efficiency Function for Censored sample is derived explicitly. The properties of the derived Efficiency Function are explained as a function of the Exponential Parameter and the termination time of the experiment. The estimation for the termination time of the experiment for a given Efficiency is discussed. Furthermore, under certain Efficiency, the Maximum Likelihood and Interval Estimation for the Exponential Parameter are also introduced.
    Department
    Electrical and Computer Engineering
    Journal title
    Journal of Statistics
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