Inferring the outcomes of rejected loans: an application of semisupervised clustering

期刊： JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2020; 183 (2)

Rejection inference aims to reduce sample bias and to improve model performance in credit scoring. We propose a semisupervised clustering approach as ......

On probability distributions of the operational law of container liner ships

期刊： JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2019; 182 (3)

The probability distribution of the operational law of container liner ships in port is the significant theoretical basis for the study of container l......

JIF：1.78

Regression-with-residuals estimation of marginal effects: a method of adjusting for treatment-induced confounders that may also be effect modifiers

期刊： JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 0; ()

When making causal inferences, treatment-induced confounders complicate analyses of time-varying treatment effects. Conditioning on these variables na......

A Bayesian approach to developing a stochastic mortality model for China

期刊： JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2019; 182 (4)

Stochastic mortality models have a wide range of applications. They are particularly important for analysing Chinese mortality, which is subject to ra......

JIF：1.78