Computational Statistics & Data Analysis

1983 - 2025

Current editor(s): S.P. Azen

From Elsevier
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Volume 157, issue C, 2021

Fast inference for semi-varying coefficient models via local averaging

Heng Peng, Chuanlong Xie and Jingxin Zhao

Generalized co-sparse factor regression

Aditya Mishra, Dipak K. Dey, Yong Chen and Kun Chen

Semiparametric quantile regression using family of quantile-based asymmetric densities

Irène Gijbels, Rezaul Karim and Anneleen Verhasselt

Kendall regression coefficient

Eckhard Liebscher

Robustness of cost-effectiveness analyses of cluster randomized trials assuming bivariate normality against skewed cost data

Md Abu Manju, Math J.J.M. Candel and Gerard J.P. van Breukelen

A non-parametric test for comparing conditional ROC curves

Arís Fanjul-Hevia, Wenceslao González-Manteiga and Juan Carlos Pardo-Fernández

A novel method of marginalisation using low discrepancy sequences for integrated nested Laplace approximations

Paul T. Brown, Chaitanya Joshi, Stephen Joe and Håvard Rue

Embedding and learning with signatures

Adeline Fermanian

Support vector subset scan for spatial pattern detection

Dylan Fitzpatrick, Yun Ni and Daniel B. Neill

Compromise design for combination experiment of two drugs

Hengzhen Huang and Xueping Chen

Efficient inference for stochastic differential equation mixed-effects models using correlated particle pseudo-marginal algorithms

Samuel Wiqvist, Andrew Golightly, Ashleigh T. McLean and Umberto Picchini

Fast Bayesian estimation of spatial count data models

Prateek Bansal, Rico Krueger and Daniel J. Graham

Estimation of high dimensional factor model with multiple threshold-type regime shifts

Jianhong Wu

Communication-efficient distributed estimator for generalized linear models with a diverging number of covariates

Ping Zhou, Zhen Yu, Jingyi Ma, Maozai Tian and Ye Fan

A mapping-based universal Kriging model for order-of-addition experiments in drug combination studies

Qian Xiao and Hongquan Xu

Gaussian Bayesian network comparisons with graph ordering unknown

Hongmei Zhang, Xianzheng Huang, Shengtong Han, Faisal I. Rezwan, Wilfried Karmaus, Hasan Arshad and John W. Holloway

Regression analysis of censored data with nonignorable missing covariates and application to Alzheimer Disease

Mingyue Du, Huiqiong Li and Jianguo Sun

SIMEX estimation in parametric modal regression with measurement error

Jianhong Shi, Yujing Zhang, Ping Yu and Weixing Song

Two-sample tests for multivariate functional data with applications

Zhiping Qiu, Jianwei Chen and Jin-Ting Zhang

Regression analysis of asynchronous longitudinal data with informative observation processes

Dayu Sun, Hui Zhao and Jianguo Sun

A flexible factor analysis based on the class of mean-mixture of normal distributions

Farzane Hashemi, Mehrdad Naderi, Ahad Jamalizadeh and Andriette Bekker

Community detection via an efficient nonconvex optimization approach based on modularity

Quan Yuan and Binghui Liu

Principal component analysis using frequency components of multivariate time series

Raanju R. Sundararajan

Sum of Kronecker products representation and its Cholesky factorization for spatial covariance matrices from large grids

Jian Cao, Marc G. Genton, David E. Keyes and George M. Turkiyyah

Approximate computation of projection depths

Rainer Dyckerhoff, Pavlo Mozharovskyi and Stanislav Nagy

Normal variance mixtures: Distribution, density and parameter estimation

Erik Hintz, Marius Hofert and Christiane Lemieux

Partition-based feature screening for categorical data via RKHS embeddings

Jun Lu, Lu Lin and WenWu Wang

An exchange algorithm for optimal calibration of items in computerized achievement tests

Mahmood Ul Hassan and Frank Miller

Volume 156, issue C, 2021

The impact of genetic diversity statistics on model selection between coalescents

Fabian Freund and Arno Siri-Jégousse

Bayesian regularization of Gaussian graphical models with measurement error

Michael Byrd, Linh H. Nghiem and Monnie McGee

Angle-based cost-sensitive multicategory classification

Yi Yang, Yuxuan Guo and Xiangyu Chang

Variable selection for generalized odds rate mixture cure models with interval-censored failure time data

Yang Xu, Shishun Zhao, Tao Hu and Jianguo Sun

Clustering for time-varying relational count data

Satoshi Goto, Mariko Takagishi and Hiroshi Yadohisa

Fast stable parameter estimation for linear dynamical systems

M. Carey and J.O. Ramsay

Decrement rates and a numerical method under competing risks

Hangsuck Lee, Hongjun Ha and Taewon Lee

Density estimation on a network

Yang Liu and David Ruppert

A nonparametric empirical Bayes approach to large-scale multivariate regression

Yihe Wang and Sihai Dave Zhao

Dimension reduction in binary response regression: A joint modeling approach

Junlan Li and Tao Wang

Graphical modelling and partial characteristics for multitype and multivariate-marked spatio-temporal point processes

Matthias Eckardt, Jonatan A. González and Jorge Mateu

Causal network learning with non-invertible functional relationships

Bingling Wang and Qing Zhou

Dimension-reduced semiparametric estimation of distribution functions and quantiles with nonignorable nonresponse

Lei Wang, Puying Zhao and Jun Shao

Analysis of multivariate longitudinal data using ARMA Cholesky and hypersphere decompositions

Keunbaik Lee, Chang-Hoon Lee, Min-Sun Kwak and Eun Jin Jang

Iterative GMM for partially linear single-index models with partly endogenous regressors

Hong-Fan Zhang

Volume 155, issue C, 2021

Linearly preconditioned nonlinear conjugate gradient acceleration of the PX-EM algorithm

Lin Zhou and Yayong Tang

MM algorithms for distance covariance based sufficient dimension reduction and sufficient variable selection

Runxiong Wu and Xin Chen

Simplified R-vine based forward regression

Kailun Zhu, Dorota Kurowicka and Gabriela F. Nane

Link-based survival additive models under mixed censoring to assess risks of hospital-acquired infections

Giampiero Marra, Alessio Farcomeni and Rosalba Radice

Robust variable selection with exponential squared loss for the spatial autoregressive model

Yunquan Song, Xijun Liang, Yanji Zhu and Lu Lin

Statistical inference for inter-arrival times of extreme events in bursty time series

Katharina Hees, Smarak Nayak and Peter Straka

A Bayesian goodness-of-fit test for regression

Andrés F. Barrientos and Antonio Canale

A self-calibrated direct approach to precision matrix estimation and linear discriminant analysis in high dimensions

Chi Seng Pun and Matthew Zakharia Hadimaja

Smooth simultaneous confidence band for the error distribution function in nonparametric regression

Lijie Gu, Suojin Wang and Lijian Yang

Functional time series model identification and diagnosis by means of auto- and partial autocorrelation analysis

Guillermo Mestre, José Portela, Gregory Rice, Antonio Muñoz San Roque and Estrella Alonso

Outer power transformations of hierarchical Archimedean copulas: Construction, sampling and estimation

Jan Górecki, Marius Hofert and Ostap Okhrin

Joint generalized estimating equations for longitudinal binary data

Youjun Huang and Jianxin Pan

A beyond multiple robust approach for missing response problem

Qihua Wang, Miaomiao Su and Ruoyu Wang

Variable selection in high-dimensional linear model with possibly asymmetric errors

Gabriela Ciuperca

Parallel cross-validation: A scalable fitting method for Gaussian process models

Florian Gerber and Douglas W. Nychka

Efficient and robust estimation of regression and scale parameters, with outlier detection

Alain Desgagné