These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
123 related articles for article (PubMed ID: 33261320)
1. Reconstructing regime-dependent causal relationships from observational time series. Saggioro E; de Wiljes J; Kretschmer M; Runge J Chaos; 2020 Nov; 30(11):113115. PubMed ID: 33261320 [TBL] [Abstract][Full Text] [Related]
2. Detecting and quantifying causal associations in large nonlinear time series datasets. Runge J; Nowack P; Kretschmer M; Flaxman S; Sejdinovic D Sci Adv; 2019 Nov; 5(11):eaau4996. PubMed ID: 31807692 [TBL] [Abstract][Full Text] [Related]
3. Causal network reconstruction from time series: From theoretical assumptions to practical estimation. Runge J Chaos; 2018 Jul; 28(7):075310. PubMed ID: 30070533 [TBL] [Abstract][Full Text] [Related]
4. People, El Niño southern oscillation and fire in Australia: fire regimes and climate controls in hummock grasslands. Bliege Bird R; Bird DW; Codding BF Philos Trans R Soc Lond B Biol Sci; 2016 Jun; 371(1696):. PubMed ID: 27216513 [TBL] [Abstract][Full Text] [Related]
5. Directed causal effect with PCMCI in hyperscanning EEG time series. Silfwerbrand L; Koike Y; Nyström P; Gingnell M Front Neurosci; 2024; 18():1305918. PubMed ID: 38686325 [TBL] [Abstract][Full Text] [Related]
6. Review of Causal Discovery Methods Based on Graphical Models. Glymour C; Zhang K; Spirtes P Front Genet; 2019; 10():524. PubMed ID: 31214249 [TBL] [Abstract][Full Text] [Related]
7. Causal discovery and inference: concepts and recent methodological advances. Spirtes P; Zhang K Appl Inform (Berl); 2016; 3():3. PubMed ID: 27195202 [TBL] [Abstract][Full Text] [Related]
8. Using Domain Knowledge to Overcome Latent Variables in Causal Inference from Time Series. Zheng M; Kleinberg S Proc Mach Learn Res; 2019 Aug; 106():474-489. PubMed ID: 32123870 [TBL] [Abstract][Full Text] [Related]
9. Time series causal relationships discovery through feature importance and ensemble models. Castro M; Mendes Júnior PR; Soriano-Vargas A; de Oliveira Werneck R; Moreira Gonçalves M; Lusquino Filho L; Moura R; Zampieri M; Linares O; Ferreira V; Ferreira A; Davólio A; Schiozer D; Rocha A Sci Rep; 2023 Jul; 13(1):11402. PubMed ID: 37452079 [TBL] [Abstract][Full Text] [Related]
10. Understanding Social Causalities Behind Human Action Sequences. Cai R; Zhang Z; Hao Z; Winslett M IEEE Trans Neural Netw Learn Syst; 2017 Aug; 28(8):1801-1813. PubMed ID: 27164610 [TBL] [Abstract][Full Text] [Related]
11. Leveraging Directed Causal Discovery to Detect Latent Common Causes in Cause-Effect Pairs. Gilligan-Lee CM; Hart C; Richens J; Johri S IEEE Trans Neural Netw Learn Syst; 2024 Apr; 35(4):4938-4947. PubMed ID: 36201419 [TBL] [Abstract][Full Text] [Related]
12. A Fast PC Algorithm for High Dimensional Causal Discovery with Multi-Core PCs. Le TD; Hoang T; Li J; Liu L; Liu H; Hu S IEEE/ACM Trans Comput Biol Bioinform; 2019; 16(5):1483-1495. PubMed ID: 27429444 [TBL] [Abstract][Full Text] [Related]
13. Causal Discovery Combining K2 with Brain Storm Optimization Algorithm. Hong Y; Hao Z; Mai G; Huang H; Kumar Sangaiah A Molecules; 2018 Jul; 23(7):. PubMed ID: 30012940 [TBL] [Abstract][Full Text] [Related]
14. MICRAT: a novel algorithm for inferring gene regulatory networks using time series gene expression data. Yang B; Xu Y; Maxwell A; Koh W; Gong P; Zhang C BMC Syst Biol; 2018 Dec; 12(Suppl 7):115. PubMed ID: 30547796 [TBL] [Abstract][Full Text] [Related]
15. Learning debiased graph representations from the OMOP common data model for synthetic data generation. Schulz NA; Carus J; Wiederhold AJ; Johanns O; Peters F; Rath N; Rausch K; Holleczek B; Katalinic A; ; Gundler C BMC Med Res Methodol; 2024 Jun; 24(1):136. PubMed ID: 38909216 [TBL] [Abstract][Full Text] [Related]
16. Causal Factors of Anxiety and Depression in College Students: Longitudinal Ecological Momentary Assessment and Causal Analysis Using Peter and Clark Momentary Conditional Independence. Huckins JF; DaSilva AW; Hedlund EL; Murphy EI; Rogers C; Wang W; Obuchi M; Holtzheimer PE; Wagner DD; Campbell AT JMIR Ment Health; 2020 Jun; 7(6):e16684. PubMed ID: 32519971 [TBL] [Abstract][Full Text] [Related]
17. Generalized Score Functions for Causal Discovery. Huang B; Zhang K; Lin Y; Schölkopf B; Glymour C KDD; 2018 Aug; 2018():1551-1560. PubMed ID: 30191079 [TBL] [Abstract][Full Text] [Related]
18. An algorithm for direct causal learning of influences on patient outcomes. Rathnam C; Lee S; Jiang X Artif Intell Med; 2017 Jan; 75():1-15. PubMed ID: 28363452 [TBL] [Abstract][Full Text] [Related]
19. Reconstructing bifurcation diagrams only from time-series data generated by electronic circuits in discrete-time dynamical systems. Itoh Y; Uenohara S; Adachi M; Morie T; Aihara K Chaos; 2020 Jan; 30(1):013128. PubMed ID: 32013489 [TBL] [Abstract][Full Text] [Related]
20. Causal strength induction from time series data. Soo KW; Rottman BM J Exp Psychol Gen; 2018 Apr; 147(4):485-513. PubMed ID: 29698026 [TBL] [Abstract][Full Text] [Related] [Next] [New Search]