Journal: Comput. Stat.

Volume 41, Issue 3

44 -- 0Yuzhong Cheng, Hiroki Masuda. Quasi-likelihood-based EM algorithm for regime-switching SDE
45 -- 0Nico Föge, Markus Pauly. Confidence intervals for Random Forest permutation importance with missing data
46 -- 0Alexandru-Mihail Stroila. Enhancing univariate time series forecasting: a general tree-based model selection approach
47 -- 0Andrea Bucci, Giulio Palomba, Marco Tedeschi. Matrix-valued AutoRegressive (MAR) models in gretl
48 -- 0Georg Hahn, Sharon Marie Lutz, Nilanjana Laha, Julian Hecker, Dmitry Prokopenko, Sanghun Lee, Woojoo Lee, Michael H. Cho, Edwin K. Silverman, Christoph Lange 0003. 1 penalties for linear regression

Volume 41, Issue 2

31 -- 0David Opeoluwa Oyewola, Temidayo Oluwatosin Omotehinwa, Temitope Olubanjo Kehinde, Yahya Hammawa. IAOA-LSTM: a hybrid model for stock portfolio optimization
32 -- 0Maria Brigida Ferraro, Paolo Giordani, Maurizio Vichi. Fuzzy two-mode clustering: How to determine the optimal number of clusters?
33 -- 0Yiping Yang, Yinghui Huang, Junhua Zhang 0003, Gaorong Li. Multi-step adaptive elastic net for variable selection and classification in high-dimensional sparse logistic regression models
34 -- 0Sven Schreiber. Weather fluctuations and the (German) industrial sector
35 -- 0Xiaofan Wang, Jiaqing Chen, Jinjing Wang, Yibo Long, Feng Gu, Yangxin Huang. Bayesian weighted composite quantile regression in varying-coefficient partially linear mixed-effects model with ordinal longitudinal data
36 -- 0Fanke Kong, Zheng-Fen Jin, Youlin Shang, Yunhai Xiao, Deren Han. Semi-proximal ADMM for fused Lasso penalized least absolute deviation in partially linear model
37 -- 0Buddhananda Banerjee, Surojit Biswas. Intrinsic geometry-inspired dependent toroidal distribution: application to regression model for astigmatism data
38 -- 0Haixiang Zhang, HaiYing Wang 0004. Refitted cross-validation estimation for high-dimensional subsamples from low-dimension full data
39 -- 0Marcin Blazejowski, Pawel Kufel, Jacek Kwiatkowski. Bayesian model averaging for VAR models: gretl-based implementation
40 -- 0Heeju Lim, Victor Eduardo Lachos Olivares, Victor H. Lachos. Bayesian analysis of heavy-tailed Heckman selection models using Hamiltonian Monte Carlo
41 -- 0Vasilis Chasiotis, Lin Wang 0044, Dimitris Karlis. Efficient subsampling for high-dimensional data
42 -- 0Roberto Ascari, Agnese Maria Di Brisco, Sonia Migliorati, Andrea Ongaro. FlexReg: an R package for fitting a general class of mixture regression models with bounded responses in a Bayesian framework
43 -- 0Marco Bee. Estimation and model selection of heterogeneous mixture distributions: an ECME algorithm-based approach

Volume 41, Issue 1

1 -- 0Shuying Wang, Linyan Luo, Bo Zhao, Xinyu Liu. Semiparametric analysis of the additive hazards model with dependent right-censored data
2 -- 0Atomsa Gemechu Abdisa, Yingchun Zhou, Yuqi Qiu. Individualized treatment effect estimation with compromised adversarial nets
3 -- 0Mehdi Homayouni, Majid Jafari Khaledi, Esmaeil Najafi, Hormoz Sohrabi. Generalized spatial beta models for skewed and bimodal proportion data
4 -- 0Tizheng Li, Ting Liu, Xiangyi Zhang. Estimation and inference of high-dimensional partially linear spatial autoregressive models with linear constraints
5 -- 0Jussi Klemelä. Tests and graphical tools for the comparison of time series predictors
6 -- 0William Cipolli III. Fast MMPTs: a fast approximate sampler toward a mixture of multivariate Polya trees
7 -- 0Anja Zgodic, Ray Bai, Jiajia Zhang, Yuan Wang, Christopher Rorden, Alexander C. McLain. Quantifying predictive uncertainty of aphasia severity in stroke patients with sparse heteroscedastic Bayesian high-dimensional regression
8 -- 0Yvette Feng, Andreas Artemiou, Qin Wang. Smote enhanced cumulative moment estimation for sufficient dimension reduction
9 -- 0Gerd Wübbeler, Franko Schmähling, Manuel Marschall, Clemens Elster. Deep learning based posterior sampling for high-dimensional linear inverse problems
10 -- 0Hyungjin Kim, Sungwan Bang, Jongkyeong Kang. Simultaneous selection of knots and variables in additive models
11 -- 0Chaima Hmani, Abdelaziz Ghribi, Afif Masmoudi. An extreme gradient boosted approach for predicting the number and size of auto insurance claims
12 -- 0Ami Sheth, Aaron Smith, Andrew J. Holbrook. Sparse Bayesian multidimensional scaling(s)
13 -- 0Yaxuan Zhao, Zhimeng Sun, Yuehan Yang. A sparse estimate to varying-coefficient additive models for functional and longitudinal data
14 -- 0Xiangyu Shi, Xiangyang Xu, Ruiyuan Cao, Tianfa Xie. Bayesian variable selection and estimation based on asymmetric squared loss in high dimensions
15 -- 0WenYang Wang, Muxin Chen, Yuqiang Xu, Xiaojun Tong, Dongchu Sun, Chong He. Bayesian multivariate smoothing spline approach for yield curve joint estimation across bond types
16 -- 0Ahmad Talafha. Sparse functional data classification via Bayesian aggregation
17 -- 0Begüm Çigsar, Deniz Ünal. Unveiling mortality dynamics: a novel mathematical framework across adulthood and aging
18 -- 0Essoham Ali, Adewale F. Lukman, Solym M. Manou-Abi. Regularized estimation for right-censored zero-inflated poisson regression: methods and applications to health data
19 -- 0Lingling Zhang. Introducing HYBRID and ENSEMBLE: novel nonconvex penalization strategies for robust variable selection under missing data
20 -- 0Lochana K. Palayangoda, Aziz Gafurov, Hon Keung Tony Ng. Goodness-of-fit test procedures for degradation data
21 -- 0Sergio Camiz, Jean Jacques Denimal, Juana Ravines Ruiz. Developments of complex principal component analysis for an exploratory study of Pacific winds and El Niño Southern Oscillation
22 -- 0Chiara Casoli, Luca Pedini. Measuring spillovers and connectedness in gretl
23 -- 0Alexandre Brouste, Christophe Dutang, Lilit Hovsepyan, Tom Rohmer. Fast inference in copula models with categorical explanatory variables using the one-step procedure
24 -- 0Qiyue Huang, Xiaoyi Wang, Xingwei Tong, Meng Li, Jianguo Sun. Estimation of the change-point Cox proportional hazards model based on case-I interval-censored data
25 -- 0Daniel Horn, Tobias Markus Krabel, Thi Ngoc Tien Tran, Andreas Groll, Carsten Jentsch. The impact of random tree depth - a novel randomization process for ensemble methods
26 -- 0Paolo Chirico. QMSLV: a gretl package for quasi maximum likelihood estimation of stochastic volatility models
27 -- 0Brahian Cano Urrego, Alexander Alsup, Jeffrey A. Thompson, Devin C. Koestler. A stochastic approach to k-nearest neighbors search using a fixed radius method
28 -- 0Aidi Liu, Weihu Cheng, Minghui Yao. Flexible scale mixtures of skewed generalized normal distributions: properties and inference
29 -- 0Mario Francisco-Fernández, Daniel Barreiro-Ures, Ricardo Cao. Subagging for bandwidth selection: a computationally efficient approach to kernel density estimation
30 -- 0Gabriela Ciuperca. Right-censored models on massive data