Estimasi Interval Kredibel Distribusi Normal Terpotong Kiri pada Data Waktu Sembuh Pasien Covid-19

Putri Fardha Asa Oktavia Hans, Ardi Kurniawan, Sediono, Elly Ana, M. Fariz Fadillah Mardianto
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Abstract

The Covid-19 pandemic has been declared a Public Health Emergency of International Concern. One of the government's efforts to get out of the epidemic is to conduct an analysis based on existing data. The purpose of this study was to estimate the credible interval of the left truncated normal distribution. The results of the estimated credible intervals obtained have an implicit form so that they are solved by using a numerical integral approach. The results of this study were applied to the recovery time of Covid-19 patients from the Jemursari Health Center Surabaya in the range of December 2020 to February 2021. Through left cutting, the parameter estimation process only uses data that is more than 10 days, so that 37 data is obtained from a total of 45 data. It was found that the average recovery time for left-cut Covid-19 patients was between 10.583 days to 11.087 days. Meanwhile, the variance of recovery time for Covid-19 patients is cut left between 1.706 days to 1.772 days.
在病人Covid-19的恢复时间数据中,正常的可信区间分布被切断
新冠肺炎大流行已被宣布为国际关注的突发公共卫生事件。政府为摆脱疫情所做的努力之一是根据现有数据进行分析。本研究的目的是估计左截断正态分布的可信区间。得到的估计可信区间的结果具有隐式形式,可以用数值积分法求解。本研究的结果应用于2020年12月至2021年2月期间泗水Jemursari健康中心的Covid-19患者的恢复时间。通过左切,参数估计过程只使用10天以上的数据,这样从总共45个数据中得到37个数据。发现左切型新冠肺炎患者平均康复时间为10.583 ~ 11.087天。同时,新冠肺炎患者恢复时间方差从1.706天降至1.772天。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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