Fan, Xinyan; Fang, Kuangnan; Pu, Dan; Qin, Ruixuan Generalized latent space model for one-mode networks with awareness of two-mode networks. (English) Zbl 1543.62062 Comput. Stat. Data Anal. 193, Article ID 107915, 19 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Mengque; Fan, Xinyan; Ma, Shuangge A quantitative linguistic analysis of a cancer online health community with a smooth latent space model. (English) Zbl 07832641 Ann. Appl. Stat. 18, No. 1, 144-158 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI
Ke, Zheng Tracy; Jin, Jiashun Special invited paper: the SCORE normalization, especially for heterogeneous network and text data. (English) Zbl 07858675 Stat 12, No. 1, Paper No. e545, 28 p. (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Zhang, Yan; Pan, Rui; Wang, Hansheng; Su, Haibo Community detection in attributed collaboration network for statisticians. (English) Zbl 07858650 Stat 12, No. 1, Paper No. e507, 15 p. (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Wang, Selena; Paul, Subhadeep; De Boeck, Paul Joint latent space model for social networks with multivariate attributes. (English) Zbl 1532.62077 Psychometrika 88, No. 4, 1197-1227 (2023). MSC: 62P15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Lyu, Zhongyuan; Xia, Dong; Zhang, Yuan Latent space model for higher-order networks and generalized tensor decomposition. (English) Zbl 07792618 J. Comput. Graph. Stat. 32, No. 4, 1320-1336 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Ren, Mingyang; Zhang, Sanguo; Wang, Junhui Consistent estimation of the number of communities via regularized network embedding. (English) Zbl 1522.62220 Biometrics 79, No. 3, 2404-2416 (2023). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Liu, Suqi; Rácz, Miklós Z. A probabilistic view of latent space graphs and phase transitions. (English) Zbl 1515.05160 Bernoulli 29, No. 3, 2417-2441 (2023). MSC: 05C80 62H30 62F15 60C05 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Stein, Stefan; Leng, Chenlei Fallacy of data-selective inference in modelling networks. (English) Zbl 07853627 Stat 11, No. 1, Paper No. e491, 9 p. (2022). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI OA License
Zhang, Jingnan; He, Xin; Wang, Junhui Directed community detection with network embedding. (English) Zbl 1515.62020 J. Am. Stat. Assoc. 117, No. 540, 1809-1819 (2022). MSC: 62-08 62H22 × Cite Format Result Cite Review PDF Full Text: DOI Link
Saul, Lawrence K. A nonlinear matrix decomposition for mining the zeros of sparse data. (English) Zbl 1490.62024 SIAM J. Math. Data Sci. 4, No. 2, 431-463 (2022). MSC: 62-08 15A23 15B48 62R07 65F50 65F55 68T07 × Cite Format Result Cite Review PDF Full Text: DOI
Jin, Jiashun; Luo, Shengming; Ke, Zheng Tracy Improvements on SCORE, especially for weak signals. (English) Zbl 1490.62158 Sankhyā, Ser. A 84, No. 1, 127-162 (2022). MSC: 62H30 91C20 62P25 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Sosa, Juan; Betancourt, Brenda A latent space model for multilayer network data. (English) Zbl 1543.62665 Comput. Stat. Data Anal. 169, Article ID 107432, 21 p. (2022). MSC: 62P25 62F15 62H30 91D30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Gao, Chao; Ma, Zongming Minimax rates in network analysis: graphon estimation, community detection and hypothesis testing. (English) Zbl 07368217 Stat. Sci. 36, No. 1, 16-33 (2021). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv