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ORCIDComputational Statistics & Data Analysis, Volume 142
Volume 142, February 2020
- Darren Sugrue:
Introducing article numbering to Computational Statistics and Data Analysis.
- Cheng Wang
, Binyan Jiang:
An efficient ADMM algorithm for high dimensional precision matrix estimation via penalized quadratic loss. - Kailun Zhu, Dorota Kurowicka, Gabriela F. Nane:
Common sampling orders of regular vines with application to model selection. - Yaqing Zhao, Howard D. Bondell:
Solution paths for the generalized lasso with applications to spatially varying coefficients regression. - Shuchismita Sarkar, Xuwen Zhu, Volodymyr Melnykov, Salvatore Ingrassia:
On parsimonious models for modeling matrix data.
- Yifan Sun, Qihua Wang:
Function-on-function quadratic regression models. - Yongxin Liu, Peng Zeng, Lu Lin:
Generalized ℓ1-penalized quantile regression with linear constraints. - Nicole Barthel, Claudia Czado, Yarema Okhrin:
A partial correlation vine based approach for modeling and forecasting multivariate volatility time-series. - Weichang Yu, Lamiae Azizi, John T. Ormerod:
Variational nonparametric discriminant analysis. - Carsten Jentsch, Eun Ryung Lee, Enno Mammen:
Time-dependent Poisson reduced rank models for political text data analysis. - Alicja Jokiel-Rokita, Rafal Topolnicki:
Estimation of the ROC curve from the Lehmann family. - Mei Yan, Efang Kong, Yingcun Xia:
Quantile based dimension reduction in censored regression. - Jin Liu, Yingying Ma, Hansheng Wang:
Semiparametric model for covariance regression analysis. - Lyu Ni, Fang Fang, Jun Shao:
Feature screening for ultrahigh dimensional categorical data with covariates missing at random. - Alberto Caimo, Isabella Gollini:
A multilayer exponential random graph modelling approach for weighted networks. - Huijuan Ma, Wei Zhao, Yong Zhou:
Semiparametric model of mean residual life with biased sampling data. - Ting-Hung Yu, Henghsiu Tsai, Heiko Rachinger:
Approximate maximum likelihood estimation of a threshold diffusion process. - Xiaoxia Li, Niansheng Tang, Jinhan Xie, Xiaodong Yan:
A nonparametric feature screening method for ultrahigh-dimensional missing response. - Junmo Song:
Robust test for dispersion parameter change in discretely observed diffusion processes. - Yi Zhao, Martin A. Lindquist, Brian S. Caffo:
Sparse principal component based high-dimensional mediation analysis. - Alvaro Jóse Flórez, Ariel Alonso Abad, Geert Molenberghs, Wim Van Der Elst:
Generating random correlation matrices with fixed values: An application to the evaluation of multivariate surrogate endpoints. - Ana M. Bianco, Graciela Boente, Isabel M. Rodrigues:
Robust Wald-type methods for testing equality between two populations regression parameters: A comparative study under the logistic model. - Daniel Gaigall:
Rothman-Woodroofe symmetry test statistic revisited.
- Yongchan Kwon, Joong-Ho Won, Beomjoon Kim, Myunghee Cho Paik:
Uncertainty quantification using Bayesian neural networks in classification: Application to biomedical image segmentation.
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