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hdi

swMATH ID: 22818
Software Authors: Lukas Meier, Ruben Dezeure, Nicolai Meinshausen, Martin Maechler, Peter Buehlmann
Description: R package hdi: High-Dimensional Inference. Implementation of multiple approaches to perform inference in high-dimensional models.
Homepage: https://cran.r-project.org/web/packages/hdi/index.html
Source Code:  https://github.com/cran/hdi
Keywords: de-biased lasso; de-sparsified lasso; Gaussian approximation for maxima; high-dimensional linear model; heteroscedastic errors; multiple testing; Westfall-Young method
Related Software: covTest; R; selectiveInference; glmnet; GitHub; hierinf; conformalInference; CorrT; hdm; bootstrap; fregion; MultinomialCI; fda (R); hierGWAS; missForest; MICE; leapp; DDL; Eigenstrat; CRAN
Cited in: 30 Publications

Standard Articles

1 Publication describing the Software, including 1 Publication in zbMATH Year
High-dimensional simultaneous inference with the bootstrap. Zbl 06833591
Dezeure, Ruben; Bühlmann, Peter; Zhang, Cun-Hui
2017
all top 5

Cited by 62 Authors

7 Bühlmann, Peter
3 Dezeure, Ruben
2 Guo, Zijian
2 Liu, Hanzhong
2 Renaux, Claude
2 Zhang, Cun-Hui
1 Asgharian, Masoud
1 Belloni, Alexandre
1 Buzdugan, Laura
1 Cai, Tony Tony
1 Ćevid, Domagoj
1 Chen, Xiongzhi
1 Chernozhukov, Victor
1 Ciuperca, Gabriela
1 Claeskens, Gerda
1 Das, Debraj
1 Deng, Hang
1 El Karoui, Noureddine
1 Finos, Livio
1 Gao, Jiti
1 Gregory, Karl Bruce
1 G’sell, Max
1 Gueuning, Thomas
1 Härdle, Wolfgang Karl
1 He, Yi
1 Hemerik, Jesse
1 Huang, Chen
1 Jaidee, Sombut
1 Jeng, X. Jessie
1 Kalisch, Markus
1 Khalili, Abbas
1 Krampe, Jonas
1 Kreiß, Jens-Peter
1 Lahiri, Soumendra Nath
1 Lee, Stephen Man Sing
1 Li, Sai
1 Liao, Yuan
1 Lin, Zhenhua
1 Löffler, Matthias
1 Lopes, Miles E.
1 Meier, Lukas
1 Meinshausen, Nicolai
1 Müller, Hans-Georg
1 Newey, Whitney Kent
1 Nickl, Richard
1 Paparoditis, Efstathios
1 Politis, Dimitris Nicolas
1 Purdom, Elizabeth
1 Rinaldo, Alessandro
1 Thoresen, Magne
1 Van de Geer, Sara Anna
1 Wang, Rui
1 Wang, Weining
1 Wasserman, Larry Alan
1 Xu, Xingzhong
1 Yang, Puyudi
1 Yi, Sangyoon
1 Yu, Bin
1 Zhang, Dongliang
1 Zhang, Xianyang
1 Zhang, Yunyi
1 Zhu, Ke
all top 5

Cited in 16 Serials

8 The Annals of Statistics
4 Test
3 Electronic Journal of Statistics
2 Journal of Econometrics
2 Computational Statistics and Data Analysis
1 Scandinavian Journal of Statistics
1 Journal of Multivariate Analysis
1 Statistical Science
1 Computational Statistics
1 Journal of Statistical Computation and Simulation
1 Statistical Papers
1 Statistica Sinica
1 Bernoulli
1 Econometric Theory
1 Journal of Machine Learning Research (JMLR)
1 Statistics Surveys

Cited in 3 Fields

30 Statistics (62-XX)
3 Probability theory and stochastic processes (60-XX)
2 Game theory, economics, finance, and other social and behavioral sciences (91-XX)

Citations by Year