A systematic review on model selection in high-dimensional regression Eun Ryung LeeJinwoo ChoKyusang Yu Review 12 November 2018 Pages: 1 - 12
Investigating dependence between frequency and severity via simple generalized linear models Woojoo LeeSojung C. ParkJae Youn Ahn OriginalPaper 16 August 2018 Pages: 13 - 28
A new orthogonality-based estimation for varying-coefficient partially linear models Peixin ZhaoYiping Yang OriginalPaper 16 August 2018 Pages: 29 - 39
Generalized growth curve models for longitudinal data in application to a randomized clinical trial Nichole AndrewsHyunkeun Ryan Cho OriginalPaper 28 August 2018 Pages: 40 - 49
A method for high-dimensional smoothing Yaxian XuAjay Jasra OriginalPaper 18 September 2018 Pages: 50 - 67
Quantile forecasts for financial volatilities based on parametric and asymmetric models Ji-Eun ChoiDong Wan Shin OriginalPaper 17 September 2018 Pages: 68 - 83
High-dimensional grouped folded concave penalized estimation via the LLA algorithm Xiao GuoYao WangHai Zhang OriginalPaper 09 September 2018 Pages: 84 - 96
Improved estimation of the smallest scale parameter of gamma distributions Panayiotis Bobotas OriginalPaper 07 September 2018 Pages: 97 - 105
An omnibus two-sample test for ranked-set sampling data Jesse FreyYimin Zhang OriginalPaper 15 September 2018 Pages: 106 - 116
Estimation for varying coefficient partially nonlinear models with distorted measurement errors Shuang DaiZhensheng Huang OriginalPaper 11 October 2018 Pages: 117 - 133
Extreme quantiles and tail index of a distribution based on kernel estimator Zuhair BahraouiM. Amin Bahraoui OriginalPaper 09 October 2018 Pages: 134 - 145
Posterior consistency in frailty models and simulation studies to test the presence of random effects Gwangsu Kim OriginalPaper 22 November 2018 Pages: 146 - 168