International Journal of Statistical Distributions and Applications

Volume 9, Issue 2, June 2023

  • Variable Selection for Semi-Parametric Models with Interaction Under High Dimensional Data

    Yafeng Xia, Na Kui

    Issue: Volume 9, Issue 2, June 2023
    Pages: 49-61
    Received: 9 March 2023
    Accepted: 2 April 2023
    Published: 15 April 2023
    Abstract: With the continuous development of modern science and technology and the continuous improvement of data collection technology, researchers can collect a lot of high-dimensional data from various fields. At present, there has been some development in the selection of variables under high-dimensional data, but most of these studies only consider the ... Show More
  • Bayes Estimator Parameters Exponential Distribution of Type I Sensor Data Using Linear Exponential Loss Function Method Based on Prior Jeffrey

    Afriani, Ardi Kurniawan, Elly Ana

    Issue: Volume 9, Issue 2, June 2023
    Pages: 62-67
    Received: 11 June 2023
    Accepted: 4 July 2023
    Published: 11 July 2023
    Abstract: Lifetime data analysis or survival analysis is a technique in statistics that can be used to test the durability and reliability of a component. The life time data obtained from the life test experiment is in the form of type I censored data if the life test data is generated after the experiment lasts for a predetermined time. This study aims to o... Show More