Canadian Journal of Statistics

Early View Articles


Statistical challenges in high‐dimensional molecular and genetic epidemiology

  • Author: Shelley B. Bull, Irene L. Andrulis, Andrew D. Paterson
  • Pub Online: Nov 15, 2017
  • DOI: 10.1002/cjs.11342 (p )

Linear operator‐based statistical analysis: A useful paradigm for big data

  • Author: Bing Li
  • Pub Online: Oct 27, 2017
  • DOI: 10.1002/cjs.11329 (p )

Research Articles

Online updating method with new variables for big data streams

  • Author: Chun Wang, Ming‐Hui Chen, Jing Wu, Jun Yan, Yuping Zhang, Elizabeth Schifano
  • Pub Online: Aug 09, 2017
  • DOI: 10.1002/cjs.11330 (p )


Likelihood inflating sampling algorithm

  • Author: Reihaneh Entezari, Radu V. Craiu, Jeffrey S. Rosenthal
  • Pub Online: Oct 09, 2017
  • DOI: 10.1002/cjs.11343 (p )

Dynamic data science and official statistics

  • Author: Mary E. Thompson
  • Pub Online: May 23, 2017
  • DOI: 10.1002/cjs.11322 (p )

Testing the heteroscedastic error structure in quantile varying coefficient models

  • Author: Irène Gijbels, Mohammed A. Ibrahim, Anneleen Verhasselt
  • Pub Online: Nov 17, 2017
  • DOI: 10.1002/cjs.11346 (p )

Minimax robust active learning for approximately specified regression models

  • Author: Rui Nie, Douglas P. Wiens, Zhichun Zhai
  • Pub Online: Aug 11, 2017
  • DOI: 10.1002/cjs.11327 (p )

Post‐selection inference for 1 ‐penalized likelihood models

  • Author: Jonathan Taylor, Robert Tibshirani
  • Pub Online: Mar 06, 2017
  • DOI: 10.1002/cjs.11313 (p )

Big data and partial least‐squares prediction

  • Author: R. Dennis Cook, Liliana Forzani
  • Pub Online: Apr 07, 2017
  • DOI: 10.1002/cjs.11316 (p )

Approximate Bayesian estimation in large coloured graphical Gaussian models

  • Author: Qiong Li, Xin Gao, Hélène Massam
  • Pub Online: Sep 29, 2017
  • DOI: 10.1002/cjs.11341 (p )

Empirical likelihood inference for multiple censored samples

  • Author: Song Cai, Jiahua Chen
  • Pub Online: Dec 18, 2017
  • DOI: 10.1002/cjs.11348 (p )

Analysis of censored data under heteroscedastic transformation regression models with unknown transformation function

  • Author: Qihua Wang, Xuan Wang
  • Pub Online: Dec 18, 2017
  • DOI: 10.1002/cjs.11347 (p )

Estimation in the Cox cure model with covariates missing not at random, with application to disease screening/prediction

  • Author: Lisha Guo, Yi Xiong, X. Joan Hu
  • Pub Online: Apr 17, 2020
  • DOI: 10.1002/cjs.11550 (p )

Correlated and misclassified binary observations in complex surveys

  • Author: Hon Yiu‐10 So, Mary E. Thompson, Changbao Wu
  • Pub Online: May 30, 2020
  • DOI: 10.1002/cjs.11551 (p )

Inference for misclassified multinomial data with covariates

  • Author: Shijia Wang, Liangliang Wang, Tim B. Swartz
  • Pub Online: Jun 16, 2020
  • DOI: 10.1002/cjs.11556 (p )
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