Analysis of Household Income, Expenditure and Consumption Survey Research Data for North Sinai Governorate in Egypt Using Length Biased Truncated Lomax Distribution
نویسندگان
چکیده
The length biased truncated Lomax distribution is introduced in this study as a weighted form of the distribution. distribution’s essential distributional features are investigated. In case complete and type-II censored data, maximum likelihood method provided for estimating population parameter. model parameter asymptotic confidence interval calculated. To demonstrate pattern estimate, sample generation algorithm supplied, well Monte Carlo simulation analysis. We can see from research that censoring level increased, mean squared error estimates decrease’s all given values. With increasing size, average decrease. get increasingly accurate size grows higher, suggesting its asymptotically unbiased. Furthermore, cases, diminishes grows, indicating consistent. Modelling to medical data percentage household spending on education out total expenditure income, consumption survey (HIECS) used show importance new model. Kumaraswamy, beta, power Lomax, Weibull, one parameter-beta distributions perform poorly comparison suggested
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ژورنال
عنوان ژورنال: Statistics, Optimization and Information Computing
سال: 2023
ISSN: ['2310-5070', '2311-004X']
DOI: https://doi.org/10.19139/soic-2310-5070-1361