Statistical Inferences: Based on Exponentiated Exponential Model to Assess Novel Corona Virus (COVID-19) Kerala Patient Data
نویسندگان
چکیده
In this article, we use exponentiated exponential distribution as a suitable statistical lifetime model for novel corona virus (covid-19) Kerala patient data. The suitability of the has been followed by different tools like value logarithm likelihood, Kolmogorov–Smirnov distance, Akaike information criterion, Bayesian criterion. Moreover, likelihood ratio test and empirical posterior probability analysis are performed to show its suitability. maximum-likelihood asymptotic confidence intervals parameters derived from Fisher matrix. We Markov Chain Monte Carlo technique generate samples density function. Based on generated samples, can compute Bayes estimates unknown also construct highest credible intervals. Further discuss prediction future observation based observed sample. Gibbs sampling used estimating predictive constructing order statistics
منابع مشابه
A novel corona virus 2019 (COVID-19) outbreak: review article
In 2019 a newly emerged coronavirus was detected by the Center for disease control (CDC) in China. Nucleic acid sequencing from nose and throat swab samples of patients revealed that it was like severe acute respiratory syndrome coronavirus (SARS-CoV). World Health Organization (WHO) named it coronavirus disease 2019 (COVID-19) and reported more than 100000 positive tests until March 2020 for C...
متن کاملInferences for Extended Generalized Exponential Distribution based on Order Statistics
‎Recently‎, ‎a new distribution‎, ‎named as extended generalized exponential distribution‎, ‎has been introduced by Kundu and Gupta (2011). ‎In this paper‎, ‎we consider the extended generalized exponential distribution with known shape parameters α and β. ‎At first‎, ‎the exact expressions for marginal and product moments of o...
متن کاملInferences for the Exponentiated Weibull Distribution Based on Record Statistics
The Weibull distribution is a very popular distribution. It is called after Waladdi Weibull, a Swedish physicist. He used it in 1939 to analyze the breaking strength of materials. Since then it has been widely used for modelling phenomena with monotone failure rates. It is not useful for modelling phenomena with non monotone failure rates. The Weibull distribution has been shown to be useful fo...
متن کاملmortality forecasting based on lee-carter model
over the past decades a number of approaches have been applied for forecasting mortality. in 1992, a new method for long-run forecast of the level and age pattern of mortality was published by lee and carter. this method was welcomed by many authors so it was extended through a wider class of generalized, parametric and nonlinear model. this model represents one of the most influential recent d...
15 صفحه اولThe effect of corona disease(COVID-19) on dentistry
کرونا ویروس 2019 یا اصطلاحا COVID-19 بیماری عفونی است که بسرعت در جهان در حال گسترش است.1 برای اولین بار در31 دسامبر 2019 ، موارد متعددی پنومونی با اتیولوژی نامشخص، درووهان چین (استان (Hubeiگزارش شد.مرکز کنترل و پیشگیری چین نوعی کروناویروس که از لحاظ فیلوژنیک در دسته سارس قرار داشت را عامل بیماری معرفی نمود. COVID-19 توسط Dr Li Wenlian شناسایی شد. این بیماری شدیدا مسری بسرعت در چین و سر...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Annals of Data Science
سال: 2021
ISSN: ['2198-5804', '2198-5812']
DOI: https://doi.org/10.1007/s40745-021-00348-7