42 citations · 140 across the 13 of their papers we have counts for
4 papers · 1 filter
Estimation in nonlinear regression with Harris recurrent Markov chains
Degui Li, Dag Tjøstheim, Jiti Gao
In this paper, we study parametric nonlinear regression under the Harris recurrent Markov chain framework. We first consider the nonlinear least squares estimators of the parameter…
Model selection and structure specification in ultra-high dimensional generalised semi-varying coefficient models
Degui Li, Yuan Ke, Wenyang Zhang
In this paper, we study the model selection and structure specification for the generalised semi-varying coefficient models (GSVCMs), where the number of potential covariates is al…
Semiparametric GEE analysis in partially linear single-index models for longitudinal data
Jia Chen, Degui Li, Hua Liang +1
In this article, we study a partially linear single-index model for longitudinal data under a general framework which includes both the sparse and dense longitudinal data cases. A…
Estimation in semi-parametric regression with non-stationary regressors
Jia Chen, Jiti Gao, Degui Li
In this paper, we consider a partially linear model of the form , , where is a null recurrent Markov chain, is a sequenc…