VOL. 16 | 2022
Cynthia Rudin, Chaofan Chen, Zhi Chen, Haiyang Huang, Lesia Semenova, Chudi Zhong
Statist. Surv. 16, 1-85, (2022) DOI: 10.1214/21-SS133 Open Access
KEYWORDS: Interpretable machine learning, explainable machine learning, 68T01, 62-02
Dongliang Zhang, Abbas Khalili, Masoud Asgharian
Statist. Surv. 16, 86-136, (2022) DOI: 10.1214/22-SS135 Open Access
KEYWORDS: high-dimensional linear models, Model selection, population- and projection-based regression coefficients, Post-selection inference, 62F25, 62J07
Elena Almaraz Luengo
Statist. Surv. 16, 137-181, (2022) DOI: 10.1214/22-SS136 Open Access
KEYWORDS: Arithmetic methods, congruential methods, CSPRNG, pseudo-random numbers, PRNG, Random numbers, simulation, TRNG, IoT, 11K45, 65C10
Julian B. Axenfeld, Christian Bruch, Christof Wolf
Statist. Surv. 16, 182-209, (2022) DOI: 10.1214/22-SS137 Open Access
KEYWORDS: bias, Monte Carlo simulation, multiple imputation, imputation methods, split questionnaire design, 62D10, 65C05, 62P25
Sabrina A. Rodrigues, Richard Huggins, Benoit Liquet
Statist. Surv. 16, 210-237, (2022) DOI: 10.1214/22-SS138 Open Access
KEYWORDS: Central subspaces, sufficient dimension reduction, dimension reduction subspaces, sliced inverse regression, Bioinformatics, omics, 62P10, 92B15
Yu Wang, Zeyu Sun, Dogyoon Song, Alfred Hero
Statist. Surv. 16, 238-270, (2022) DOI: 10.1214/22-SS139 Open Access
KEYWORDS: Tensor valued data, multiway graphical Lasso, high dimensional statistics, space weather applications, 62H12, 60H15, 60H20, 62P12
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