On construction confidence interval for linear combination means of several heterogeneous log-normal distributions

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Article Type:
Research/Original Article (دارای رتبه معتبر)
Abstract:
We consider the problem of constructing confidence interval for linear combination of the means of several log-normal distributions. We apply the generalized confidence interval (GCI) approach and the method of variance estimate recovery (MOVER) to construct confidence intervals for the linear combination of log-normal means. We then compare the performances of the proposed confidence intervals via a simulation study and a real data example. Simulation results show that our proposed MOVER and GCI confidence intervals can be recommended generally for different sample sizes and different number of groups.
Language:
English
Published:
Journal of Statistical Modelling: Theory and Applications, Volume:1 Issue: 1, Winter and Spring 2020
Pages:
101 to 109
https://www.magiran.com/p2422026  
سامانه نویسندگان
  • Author
    Ahad Malekzadeh
    .Ph.D Statistics, Khaje Nasir Toosi University of Technology, Tehran, Iran
    Malekzadeh، Ahad
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