output
20072026
most citedCaveats for the use of Web of Science Core Collection in old literature retrieval and historical bibliometric analysis

89 citations

Showing stat.MEShow all

5 papers · 1 filter

stat.ME2018★ 1 cited

An Overview of Semiparametric Extensions of Finite Mixture Models

Sijia Xiang, Weixin Yao, Guangren Yang

Finite mixture models have been a very important tool for exploring complex data structures in many scientific areas, for example, economics, epidemiology, finance. In the past dec…

stat.ME2018★ 4 cited

Semiparametric Mixture Regression with Unspecified Error Distributions

Yanyuan Ma, Shaoli Wang, Lin Xu +1

In fitting a mixture of linear regression models, normal assumption is traditionally used to model the error and then regression parameters are estimated by the maximum likelihood…

stat.ME2018

A novel approach to estimate the Cox model with temporal covariates and its application to medical cost data

Xiaoqi Zhang, Xiaobing Zhao, Yanqiao Zheng

We propose a novel approach to estimate the Cox model with temporal covariates. Our new approach treats the temporal covariates as arising from a longitudinal process which is mode…

stat.ME2017★ 4 cited

Semiparametric Mixtures of Regressions with Single-index for Model Based Clustering

Sijia Xiang, Weixin Yao

In this article, we propose two classes of semiparametric mixture regression models with single-index for model based clustering. Unlike many semiparametric/nonparametric mixture r…

stat.ME2016★ 1 cited

Mixture of Regression Models with Single-Index

Sijia Xiang, Weixin Yao

In this article, we propose a class of semiparametric mixture regression models with single-index. We argue that many recently proposed semiparametric/nonparametric mixture regress…