期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (4)
Several undesirable issues exist in the Bayesian quantile LASSO and its two generalizations, quantile group LASSO and bridge quantile regression (Alha......
期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (4)
The failure-time outcome-dependent sampling (ODS) design is a cost-effective sampling scheme, which can improve the efficiency of the studies by selec......
期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (4)
In the hypothesis testing framework, p-value is often computed to determine whether to reject the null hypothesis or not. On the other hand, Bayesian ......
期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (4)
Robust rank correlation screening (RRCS) procedure that is built on Kendall T, has been suggested by Li, Peng, Zhang and Zhu (2012) as a robust altern......
期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (4)
It has become evident to medical and statistical scientists treating complex diseases that satisfactory efficacy is more likely to be achieved by usin......
期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (4)
In this paper, we introduce covariate adjusted partially functional linear regression models, in which both the response and the covariates in the non......
期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (1)
We propose a Bayesian Heterogeneity Learning approach for Susceptible-Infected-Removal-Susceptible (SIRS) model that allows underlying clustering patt......
期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (1)
The unprecedented coronavirus disease 2019 (COVID-19) pandemic is still a worldwide threat to human life since its invasion into the daily lives of th......
期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (1)
As the Covid-19 pandemic soars around the world, there is urgent need to forecast the number of cases worldwide at its peak, the length of the pandemi......
期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (1)
The outbreak of novel coronavirus disease (COVID-19) has spread around the world since it was detected in December 2019. The Chinese government execut......
期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (2)
The varying coefficient model has become a very popular statistical tool for describing the dynamic effects of covariates on the response. In this art......
期刊： STATISTICS AND ITS INTERFACE, 2021; 14 (2)
This paper estimates quantile differences for one sample with length-biased and right-censored (LBRC) data. To ensure the asymptotic unbiasedness of t......
