1. Using visual statistical inference to better understand random class separations in high dimension, low sample size data

   • Niladri Roy Chowdhury
   • Dianne Cook
   • Amy L. Toth

   Original Paper 02 November 2014 Pages: 293 - 316

   

2. Kernel-based mixture models for classification

   • Alejandro Murua
   • Nicolas Wicker

   Original Paper 11 October 2014 Pages: 317 - 344

   

3. Simultaneous confidence interval for quantile regression

   • Yaeji Lim
   • Hee-Seok Oh

   Original Paper 18 October 2014 Pages: 345 - 358

   

4. Shrinkage estimation in system regression model

   • Mohammad Arashi
   • Mahdi Roozbeh

   Original Paper 28 October 2014 Pages: 359 - 376

   

5. Nonparametric estimation of conditional transition probabilities in a non-Markov illness-death model

   • Luís Meira-Machado
   • Jacobo de Uña-Álvarez
   • Somnath Datta

   Original Paper 22 October 2014 Pages: 377 - 397

   

6. Bayesian variable selection in multinomial probit model for classifying high-dimensional data

   • Aijun Yang
   • Yunxian Li
   • Jinguan Lin

   Original Paper 04 December 2014 Pages: 399 - 418

   

7. Prospective space–time surveillance with cumulative surfaces for geographical identification of the emerging cluster

   • Thais Paiva
   • Renato Assunção
   • Taynãna Simões

   Original Paper 02 December 2014 Pages: 419 - 440

   

8. Assessing the impact of uniform and nonuniform differential item functioning items on Rasch measure: the polytomous case

   • Silvia Golia

   Original Paper 18 November 2014 Pages: 441 - 461

   

9. Reduced \(k\)-means clustering with MCA in a low-dimensional space

   • Masaki Mitsuhiro
   • Hiroshi Yadohisa

   Original Paper 24 December 2014 Pages: 463 - 475

   

10. A general purpose module using refined descriptive sampling for installation in simulation systems

    • Abdelouhab Aloui
    • Arezki Zioui
    • Amine Alioui

    Original Paper 24 December 2014 Pages: 477 - 490

    

11. Estimation of realized stochastic volatility models using Hamiltonian Monte Carlo-Based methods

    • Didit B. Nugroho
    • Takayuki Morimoto

    Original Paper 27 December 2014 Pages: 491 - 516

    

12. Semiparametric stochastic volatility modelling using penalized splines

    • Roland Langrock
    • Théo Michelot
    • Thomas Kneib

    Original Paper 04 December 2014 Pages: 517 - 537

    

13. Penalized function-on-function regression

    • Andrada E. Ivanescu
    • Ana-Maria Staicu
    • Sonja Greven

    Original Paper 10 December 2014 Pages: 539 - 568

    

14. Weighted quantile regression for longitudinal data

    • Xiaoming Lu
    • Zhaozhi Fan

    Original Paper 18 December 2014 Pages: 569 - 592

    

15. Saddlepoint \(p\)-values and confidence intervals for the class of linear rank tests for censored data under generalized randomized block design

    • Ehab F. Abd-Elfattah

    Original Paper 04 January 2015 Pages: 593 - 604

16. Pooled parametric inference for minimal repair systems

    • Morteza Amini
    • Narayanaswamy Balakrishnan

    Original Paper 06 January 2015 Pages: 605 - 623

17. An iterative approach to minimize the mean squared error in ridge regression

    • Ka Yiu Wong
    • Sung Nok Chiu

    Original Paper 31 January 2015 Pages: 625 - 639