Volume 37, Issue 5

Search all Computational Statistics articles

November 2022

Special issue: The 2017 Data Challenge of the American Statistical Association (Pages 2087-2160)

Issue Editors:

Thesia Garner,
Wendy Martinez

24 articles in this issue

The 2017 Data Challenge of the American Statistical Association
Thesia I. Garner
Wendy Martinez
Editorial 15 July 2022 Pages: 2087 - 2094
Household energy expenditure and consumption patterns in the United States
Joyance Meechai
Manel Wijesinha
Original paper 04 August 2022 Pages: 2095 - 2127
Multivariate understanding of income and expenditure in United States households with statistical learning
Mingzhao Hu
Original paper Open access 23 July 2022 Pages: 2129 - 2160
Nomclust 2.0: an R package for hierarchical clustering of objects characterized by nominal variables
Zdenek Sulc
Jana Cibulkova
Hana Rezankova
Original paper 10 March 2022 Pages: 2161 - 2184
A note on imputing squares via polynomial combination approach
Mingyang Cai
Gerko Vink
Original paper Open access 04 February 2022 Pages: 2185 - 2201
Oblique decision tree induction by cross-entropy optimization based on the von Mises–Fisher distribution
Ferdinand Bollwein
Stephan Westphal
Original paper Open access 29 January 2022 Pages: 2203 - 2229
Tuning selection for two-scale kernel density estimators
Xinyang Yu
Cheng Wang
Binyan Jiang
Original paper 25 January 2022 Pages: 2231 - 2247
On goodness-of-fit testing for Burr type X distribution under progressively type-II censoring
Reza Pakyari
Ayman Baklizi
Original paper 23 January 2022 Pages: 2249 - 2265
Improved confidence intervals based on ranked set sampling designs within a parametric bootstrap approach
Cesar Augusto Taconeli
Idemauro Antonio Rodrigues de Lara
Original paper 23 January 2022 Pages: 2267 - 2293
Adaptive step-length selection in gradient boosting for Gaussian location and scale models
Boyao Zhang
Tobias Hepp
Elisabeth Bergherr
Original paper Open access 30 January 2022 Pages: 2295 - 2332
Estimation of distribution function using L ranked set sampling and robust extreme ranked set sampling with application to reliability
Mohamed S. Abdallah
Amer I. Al-Omari
A. S. Al-Moisheer
Original paper 07 March 2022 Pages: 2333 - 2362
Ensemble updating of categorical state vectors
Margrethe Kvale Loe
Håkon Tjelmeland
Original paper Open access 28 March 2022 Pages: 2363 - 2397
Inference for copula-based dependent competing risks model with step-stress accelerated life test under generalized progressive hybrid censoring
Rui Hua
Wenhao Gui
Original paper 24 February 2022 Pages: 2399 - 2436
Overcoming convergence problems in PLS path modelling
Mohamed Hanafi
Zouhair El Hadri
Pasquale Dolce
Original paper 28 February 2022 Pages: 2437 - 2470
Optimal control for parameter estimation in partially observed hypoelliptic stochastic differential equations
Quentin Clairon
Adeline Samson
Original paper 16 March 2022 Pages: 2471 - 2491
A variational inference for the Lévy adaptive regression with multiple kernels
Youngseon Lee
Seongil Jo
Jaeyong Lee
Original paper 07 February 2022 Pages: 2493 - 2515
Fast simulation of tempered stable Ornstein–Uhlenbeck processes
Piergiacomo Sabino
Nicola Cufaro Petroni
Original paper Open access 27 February 2022 Pages: 2517 - 2551
Two sample tests for Semi-Markov processes with parametric sojourn time distributions: an application in sensory analysis
Cindy Frascolla
Guillaume Lecuelle
Hervé Cardot
Original paper 28 March 2022 Pages: 2553 - 2580
Non-parametric seasonal unit root tests under periodic non-stationary volatility
Kemal Çag̃lar Gög̃ebakan
Burak Alparslan Eroglu
Original paper 07 March 2022 Pages: 2581 - 2636
Interaction screening via canonical correlation
Jun Lu
Dan Wang
Qinqin Hu
Original paper 24 February 2022 Pages: 2637 - 2670
Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features
Florian Pargent
Florian Pfisterer
Bernd Bischl
Original paper Open access 04 March 2022 Pages: 2671 - 2692
Robust sparse Bayesian infinite factor models
Jaejoon Lee
Seongil Jo
Jaeyong Lee
Original paper 07 March 2022 Pages: 2693 - 2715
Uniform design with prior information of factors under weighted wrap-around \(L_2\)-discrepancy
Biao Luo
Hongyi Li
Zujun Ou
Original paper 29 January 2022 Pages: 2717 - 2739
Bayesian ridge estimators based on copula-based joint prior distributions for regression coefficients
Hirofumi Michimae
Takeshi Emura
Original paper 23 March 2022 Pages: 2741 - 2769

Volume 37, Issue 5

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