Genç, Murat Penalized logistic regression with prior information for microarray gene expression classification. (English) Zbl 07899291 Int. J. Biostat. 20, No. 1, 107-122 (2024). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Heo, Tae-Young; Lee, Joon Myoung; Woo, Myung Hun; Lee, Hyeongseok; Cho, Min Ho Logistic regression models for elastic shape of curves based on tangent representations. (English) Zbl 07889412 J. Korean Stat. Soc. 53, No. 2, 416-434 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhou, Xingcai; Yang, Guang More communication-efficient distributed sparse learning. (English) Zbl 07855451 Inf. Sci. 668, Article ID 120523, 24 p. (2024). MSC: 68-XX 90-XX × Cite Format Result Cite Review PDF Full Text: DOI
Park, Seyoung; Lee, Eun Ryung; Zhao, Hongyu Low-rank regression models for multiple binary responses and their applications to cancer cell-line encyclopedia data. (English) Zbl 07820376 J. Am. Stat. Assoc. 119, No. 545, 202-216 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Molstad, Aaron J.; Motwani, Keshav Multiresolution categorical regression for interpretable cell-type annotation. (English) Zbl 1543.62624 Biometrics 79, No. 4, 3485-3496 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Fu, Sheng; Chen, Piao; Liu, Yufeng; Ye, Zhisheng Simplex-based multinomial logistic regression with diverging numbers of categories and covariates. (English) Zbl 07764892 Stat. Sin. 33, No. 4, 2463-2493 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Yuexia; Shi, Peibei; Zhu, Zhongyi; Wang, Linbo; Qu, Annie Weak signal identification and inference in penalized likelihood models for categorical responses. (English) Zbl 07763176 Stat. Sin. 33, No. 2, 759-786 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Molstad, Aaron J.; Rothman, Adam J. A likelihood-based approach for multivariate categorical response regression in high dimensions. (English) Zbl 07707249 J. Am. Stat. Assoc. 118, No. 542, 1402-1414 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ghosh, Abhik; Jaenada, María; Pardo, Leandro Classification of COVID19 Patients using robust logistic regression. (English) Zbl 07618096 J. Stat. Theory Pract. 16, No. 4, Paper No. 67, 23 p. (2022). MSC: 62Jxx 62Fxx 62Gxx × Cite Format Result Cite Review PDF Full Text: DOI OA License
Gégout-Petit, Anne; Gueudin-Muller, Aurélie; Karmann, Clémence The revisited knockoffs method for variable selection in \(L_1\)-penalized regressions. (English) Zbl 07603831 Commun. Stat., Simulation Comput. 51, No. 10, 5582-5595 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lee, Kyoungjae; Jo, Seongil; Lee, Jaeyong The beta-mixture shrinkage prior for sparse covariances with near-minimax posterior convergence rate. (English) Zbl 1520.62054 J. Multivariate Anal. 192, Article ID 105067, 19 p. (2022). MSC: 62H12 62J07 62F15 62E20 62F12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Asenso, Theophilus Quachie; Zhang, Hai; Liang, Yong Pliable Lasso for the multinomial logistic regression. (English) Zbl 07533649 Commun. Stat., Theory Methods 51, No. 11, 3596-3611 (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
An, Baiguo; Feng, Guozhong; Guo, Jianhua Interaction identification and clique screening for classification with ultra-high dimensional discrete features. (English) Zbl 07512356 J. Classif. 39, No. 1, 122-146 (2022). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Matsui, Hidetoshi Sparse group Lasso for multiclass functional logistic regression models. (English) Zbl 07551084 Commun. Stat., Simulation Comput. 48, No. 6, 1784-1797 (2019). MSC: 62-07 62H30 62J07 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Price, Bradley S.; Geyer, Charles J.; Rothman, Adam J. Automatic response category combination in multinomial logistic regression. (English) Zbl 07499092 J. Comput. Graph. Stat. 28, No. 3, 758-766 (2019). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gu, Jiaying; Fu, Fei; Zhou, Qing Penalized estimation of directed acyclic graphs from discrete data. (English) Zbl 1430.62018 Stat. Comput. 29, No. 1, 161-176 (2019). MSC: 62A09 05C90 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Algamal, Zakariya Yahya; Lee, Muhammad Hisyam A two-stage sparse logistic regression for optimal gene selection in high-dimensional microarray data classification. (English) Zbl 1474.62273 Adv. Data Anal. Classif., ADAC 13, No. 3, 753-771 (2019). MSC: 62J07 62H30 62P10 92C40 × Cite Format Result Cite Review PDF Full Text: DOI
Song, Fengli; Lai, Peng; Shen, Baohua; Cheng, Guosheng Variance ratio screening for ultrahigh dimensional discriminant analysis. (English) Zbl 1508.62161 Commun. Stat., Theory Methods 47, No. 24, 6034-6051 (2018). MSC: 62H30 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Tanju, Ozge; Kalaylioglu, Zeynep A cluster tree based model selection approach for logistic regression classifier. (English) Zbl 07192611 J. Stat. Comput. Simulation 88, No. 7, 1394-1414 (2018). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Son, Won; Lee, Jong Soo; Lee, Kyeong Eun; Lim, Johan An iterative sparse algorithm for the penalized maximum likelihood estimator in mixed effects model. (English) Zbl 1402.65023 J. Korean Stat. Soc. 47, No. 4, 482-490 (2018). MSC: 65F10 62J12 62N02 65F50 × Cite Format Result Cite Review PDF Full Text: DOI
Kawano, Shuichi; Fujisawa, Hironori; Takada, Toyoyuki; Shiroishi, Toshihiko Sparse principal component regression for generalized linear models. (English) Zbl 1469.62091 Comput. Stat. Data Anal. 124, 180-196 (2018). MSC: 62-08 62H25 62J12 62P10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Kwon, Sunghoon; Oh, Seungyoung; Lee, Youngjo The use of random-effect models for high-dimensional variable selection problems. (English) Zbl 1466.62123 Comput. Stat. Data Anal. 103, 401-412 (2016). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Xi, Maolong; Sun, Jun; Liu, Li; Fan, Fangyun; Wu, Xiaojun Cancer feature selection and classification using a binary quantum-behaved particle swarm optimization and support vector machine. (English) Zbl 1359.92055 Comput. Math. Methods Med. 2016, Article ID 3572705, 9 p. (2016). MSC: 92C50 62P10 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Zahid, Faisal Maqbool; Ramzan, Shahla; Heumann, Christian Regularized proportional odds models. (English) Zbl 1457.62223 J. Stat. Comput. Simulation 85, No. 2, 251-268 (2015). MSC: 62J12 62J07 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Reiss, Philip T.; Huo, Lan; Zhao, Yihong; Kelly, Clare; Ogden, R. Todd Wavelet-domain regression and predictive inference in psychiatric neuroimaging. (English) Zbl 1454.62386 Ann. Appl. Stat. 9, No. 2, 1076-1101 (2015). MSC: 62P10 62G08 62H25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Safo, Sandra; Song, Xiao; Dobbin, Kevin K. Sample size determination for training cancer classifiers from microarray and RNA-seq data. (English) Zbl 1454.62390 Ann. Appl. Stat. 9, No. 2, 1053-1075 (2015). MSC: 62P10 62J12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Fan, Yingying; Kong, Yinfei; Li, Daoji; Zheng, Zemin Innovated interaction screening for high-dimensional nonlinear classification. (English) Zbl 1328.62383 Ann. Stat. 43, No. 3, 1243-1272 (2015). MSC: 62H30 62F05 62J12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid
Yu, Yi; Feng, Yang APPLE: approximate path for penalized likelihood estimators. (English) Zbl 1322.62092 Stat. Comput. 24, No. 5, 803-819 (2014). MSC: 62F10 62J02 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhang, Zhihua; Chen, Cheng; Dai, Guang; Li, Wu-Jun; Yeung, Dit-Yan Multicategory large margin classification methods: hinge losses vs. coherence functions. (English) Zbl 1407.62244 Artif. Intell. 215, 55-78 (2014). MSC: 62H30 × Cite Format Result Cite Review PDF Full Text: DOI
Kim, Kyung In; Simon, Richard Overfitting, generalization, and MSE in class probability estimation with high-dimensional data. (English) Zbl 1441.62399 Biom. J. 56, No. 2, 256-269 (2014). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Jin; Ma, Shuangge; Huang, Jian Integrative analysis of cancer diagnosis studies with composite penalization. (English) Zbl 1349.62552 Scand. J. Stat. 41, No. 1, 87-103 (2014). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Zhao, Hongya; Logothetis, Christopher J.; Gorlov, Ivan P.; Zeng, Jia; Dai, Jianguo Modified logistic regression models using gene coexpression and clinical features to predict prostate cancer progression. (English) Zbl 1307.92145 Comput. Math. Methods Med. 2013, Article ID 917502, 7 p. (2013). MSC: 92C50 92B15 × Cite Format Result Cite Review PDF Full Text: DOI
Zahid, Faisal Maqbool; Tutz, Gerhard Ridge estimation for multinomial logit models with symmetric side constraints. (English) Zbl 1305.65087 Comput. Stat. 28, No. 3, 1017-1034 (2013). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Zahid, Faisal M.; Ramzan, Shahla Ordinal ridge regression with categorical predictors. (English) Zbl 1514.62136 J. Appl. Stat. 39, No. 1, 161-171 (2012). MSC: 62J07 62J12 × Cite Format Result Cite Review PDF Full Text: DOI
Waegeman, Willem; Verwaeren, Jan; Slabbinck, Bram; De Baets, Bernard Supervised learning algorithms for multi-class classification problems with partial class memberships. (English) Zbl 1241.68094 Fuzzy Sets Syst. 184, No. 1, 106-125 (2011). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Witten, Daniela M.; Tibshirani, Robert Penalized classification using Fisher’s linear discriminant. (English) Zbl 1228.62079 J. R. Stat. Soc., Ser. B, Stat. Methodol. 73, No. 5, 753-772 (2011). MSC: 62H30 90C90 65C60 × Cite Format Result Cite Review PDF Full Text: DOI Link
Huang, Song; Tong, Tiejun; Zhao, Hongyu Bias-corrected diagonal discriminant rules for high-dimensional classification. (English) Zbl 1233.62130 Biometrics 66, No. 4, 1096-1106 (2010). MSC: 62H30 65C60 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Pan, Wei; Xie, Benhuai; Shen, Xiaotong Incorporating predictor network in penalized regression with application to microarray data. (English) Zbl 1192.62235 Biometrics 66, No. 2, 474-484 (2010). MSC: 62P10 92C50 92C40 62J05 65C60 92C42 × Cite Format Result Cite Review PDF Full Text: DOI Link
Zhang, Zhihua; Wang, Gang; Yeung, Dit-Yan; Dai, Guang; Lochovsky, Frederick A regularization framework for multiclass classification: a deterministic annealing approach. (English) Zbl 1209.68500 Pattern Recognition 43, No. 7, 2466-2475 (2010). MSC: 68T10 × Cite Format Result Cite Review PDF Full Text: DOI
Augugliaro, Luigi; Mineo, Angelo M. Identifying modularity structure of a genetic network in gene expression profile data. (English) Zbl 1453.62714 Statistica 69, No. 2-3, 187-200 (2009). MSC: 62P10 92D10 × Cite Format Result Cite Review PDF
Witten, Daniela M.; Tibshirani, Robert Covariance-regularized regression and classification for high dimensional problems. (English) Zbl 1250.62033 J. R. Stat. Soc., Ser. B, Stat. Methodol. 71, No. 3, 615-636 (2009). MSC: 62H30 62H12 62J07 62J12 62P10 × Cite Format Result Cite Review PDF Full Text: DOI Link
Yang, Tae Young Simple Bayesian binary framework for discovering significant genes and classifying cancer diagnosis. (English) Zbl 1453.62256 Comput. Stat. Data Anal. 53, No. 5, 1743-1754 (2009). MSC: 62-08 62P10 92D20 × Cite Format Result Cite Review PDF Full Text: DOI
Kawano, Shuichi; Konishi, Sadanori Nonlinear logistic discrimination via regularized Gaussian basis expansions. (English) Zbl 1167.62058 Commun. Stat., Simulation Comput. 38, No. 7, 1414-1425 (2009). MSC: 62H30 62G08 × Cite Format Result Cite Review PDF Full Text: DOI Link
Höfling, Holger; Tibshirani, Robert A study of pre-validation. (English) Zbl 1273.62126 Ann. Appl. Stat. 2, No. 2, 643-664 (2008). MSC: 62H15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lee, Ann B.; Nadler, Boaz; Wasserman, Larry Treelets – an adaptive multi-scale basis for sparse unordered data. (English) Zbl 1400.62274 Ann. Appl. Stat. 2, No. 2, 435-471 (2008). MSC: 62P10 62H30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Rühlicke, Robin; Gervini, Daniel Logistic discrimination with total variation regularization. (English) Zbl 1154.62047 Commun. Stat., Simulation Comput. 37, No. 9, 1825-1838 (2008). MSC: 62H30 68T10 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
Coutier, Fabrice; Sebastiani, Giovanni Statistical analysis of C-DNA microarray data for sample clustering and gene identification. (English) Zbl 1170.62372 Int. J. Intell. Comput. Cybern. 1, No. 3, 356-378 (2008). MSC: 62P10 92C40 62H30 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
Zhang, Chunming; Fu, Haoda; Jiang, Yuan; Yu, Tao High-dimensional pseudo-logistic regression and classification with applications to gene expression data. (English) Zbl 1452.62554 Comput. Stat. Data Anal. 52, No. 1, 452-470 (2007). MSC: 62J12 62F15 62H30 62P10 62-08 68T05 × Cite Format Result Cite Review PDF Full Text: DOI
Su, Zhenqiang; Hong, Huixiao; Perkins, Roger; Shao, Xueguang; Cai, Wensheng; Tong, Weida Consensus analysis of multiple classifiers using non-repetitive variables: diagnostic application to microarray gene expression data. (English) Zbl 1124.92025 Comput. Biol. Chem. 31, No. 1, 48-56 (2007). MSC: 92C50 62H30 92C40 × Cite Format Result Cite Review PDF Full Text: DOI
Mary-Huard, Tristan; Robin, Stéphane; Daudin, Jean-Jacques A penalized criterion for variable selection in classification. (English) Zbl 1118.62066 J. Multivariate Anal. 98, No. 4, 695-705 (2007). MSC: 62H30 68T10 × Cite Format Result Cite Review PDF Full Text: DOI
Lambert-Lacroix, Sophie; Peyre, Julie Local likelihood regression in generalized linear single-index models with applications to microarray data. (English) Zbl 1157.62384 Comput. Stat. Data Anal. 51, No. 3, 2091-2113 (2006). MSC: 62G08 62J12 × Cite Format Result Cite Review PDF Full Text: DOI
Louw, N.; Steel, S. J. Variable selection in kernel Fisher discriminant analysis by means of recursive feature elimination. (English) Zbl 1157.62440 Comput. Stat. Data Anal. 51, No. 3, 2043-2055 (2006). MSC: 62H30 65C60 × Cite Format Result Cite Review PDF Full Text: DOI
Dettling, Marcel; Bühlmann, Peter Finding predictive gene groups from microarray data. (English) Zbl 1047.62103 J. Multivariate Anal. 90, No. 1, 106-131 (2004). MSC: 62P10 62J12 65C60 62H30 92D10 × Cite Format Result Cite Review PDF Full Text: DOI