Ma, Zongming (2013) Sparse principal component analysis and iterative thresholding. The Annals of Statistics, 41 (2). 772-801 doi:10.1214/13-aos1097

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Reference Type	Journal (article/letter/editorial)
Title	Sparse principal component analysis and iterative thresholding
Journal	The Annals of Statistics
Authors	Ma, Zongming		Author
Year	2013 (April)	Volume	41
Issue	2
Publisher	Institute of Mathematical Statistics
DOI	doi:10.1214/13-aos1097Search in ResearchGate
	Generate Citation Formats
Mindat Ref. ID	9350367	Long-form Identifier	mindat:1:5:9350367:3
GUID	0
Full Reference	Ma, Zongming (2013) Sparse principal component analysis and iterative thresholding. The Annals of Statistics, 41 (2). 772-801 doi:10.1214/13-aos1097
Plain Text	Ma, Zongming (2013) Sparse principal component analysis and iterative thresholding. The Annals of Statistics, 41 (2). 772-801 doi:10.1214/13-aos1097
In	(2013, April) The Annals of Statistics Vol. 41 (2) Institute of Mathematical Statistics

	*Cai, T. Tony, Ma, Zongming, Wu, Yihong (2013) Sparse PCA: Optimal rates and adaptive estimation. The Annals of Statistics, 41 (6). 3074-3110 doi:10.1214/13-aos1178*
	*Park, Seyoung, Zhao, Hongyu (2019) Sparse principal component analysis with missing observations. The Annals of Applied Statistics, 13 (2) 1016-1042 doi:10.1214/18-aoas1220*
	*Berthet, Quentin, Rigollet, Philippe (2013) Optimal detection of sparse principal components in high dimension. The Annals of Statistics, 41 (4). 1780-1815 doi:10.1214/13-aos1127*
	*Vu, Vincent Q., Lei, Jing (2013) Minimax sparse principal subspace estimation in high dimensions. The Annals of Statistics, 41 (6). 2905-2947 doi:10.1214/13-aos1151*
	*Gao, Chao, Ma, Zongming, Ren, Zhao, Zhou, Harrison H. (2015) Minimax estimation in sparse canonical correlation analysis. The Annals of Statistics, 43 (5). 2168-2197 doi:10.1214/15-aos1332*
	*Gao, Chao, Ma, Zongming, Zhou, Harrison H. (2017) Sparse CCA: Adaptive estimation and computational barriers. The Annals of Statistics, 45 (5). 2074-2101 doi:10.1214/16-aos1519*
	Zhang, Wenfei, Wei, Ying (2015) Regression based principal component analysis for sparse functional data with applications to screening growth paths. The Annals of Applied Statistics, 9 (2) 597-620 doi:10.1214/15-aoas811
	*Flury, Bernard N. (1986) Asymptotic Theory for Common Principal Component Analysis. The Annals of Statistics, 14 (2). 418-430 doi:10.1214/aos/1176349930*
	*Nickl, Richard, van de Geer, Sara (2013) Confidence sets in sparse regression. The Annals of Statistics, 41 (6). 2852-2876 doi:10.1214/13-aos1170*
	Shao, Jun, Wang, Yazhen, Deng, Xinwei, Wang, Sijian (2011) Sparse linear discriminant analysis by thresholding for high dimensional data. The Annals of Statistics, 39 (2). 1241-1265 doi:10.1214/10-aos870
	*Ouyang, Jialin; Yuan, Ming (2025) On the multiway principal component analysis. The Annals of Statistics, 53 (4). doi:10.1214/25-aos2508*

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Ma, Zongming (2013) Sparse principal component analysis and iterative thresholding. The Annals of Statistics, 41 (2). 772-801 doi:10.1214/13-aos1097

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