@book{CTT100711364, author = {黒木学 and 清水昌平 and 湊真一 and 石畠正和 and 樺島祥介 and 田中和之 and 本村陽一 and 玉田嘉紀 and 鈴木譲 and 植野真臣}, title = {確率的グラフィカルモデル}, publisher = {共立出版}, year = 2016, } @article{CTT100575893, author = {Shohei Shimizu and Yutaka Kano}, title = {Use of non-normality in structural equation modeling: Application to direction of causation}, journal = {Journal of Statistical Planning and Inference}, year = 2008, } @article{CTT100575892, author = {Patrik O. Hoyer and Shohei Shimizu and Antti J. Kerminen and Markus Palviainen}, title = {Estimation of causal effects using linear non-gaussian causal models with hidden variables}, journal = {International Journal of Approximate Reasoning}, year = 2008, } @inproceedings{CTT100615123, author = {小松勇介 and 清水昌平 and 下平英寿}, title = {マルチスケール・ブートストラップを用いた信頼度計算: LiNGAMによる因果モデル探索の場合}, booktitle = {}, year = 2009, } @inproceedings{CTT100615220, author = {Shohei Shimizu and Aapo Hyv?rinen and Yoshinobu Kawahara and Takashi Washio}, title = {A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model}, booktitle = {Proc. of the 25th Conf. on Uncertainty in Artificial Intelligence (UAI 09)}, year = 2009, } @inproceedings{CTT100575887, author = {清水昌平 and 鷲尾隆 and Aapo Hyvarinen and 井元清哉}, title = {大規模変数次元小標本データにおける外生変数の探索と独立成分分析}, booktitle = {}, year = 2008, } @inproceedings{CTT100575890, author = {Aapo Hyvarinen and Shohei Shimizu and Patrik O. Hoyer}, title = {Causal modelling combining instantaneous and lagged effects: an identifiable model based on non-Gaussianity}, booktitle = {Proceedings of International Conference on Machine Learning (ICML 2008)}, year = 2008, } @inproceedings{CTT100575889, author = {Patrik O. Hoyer and Aapo Hyvarinen and Richard Scheines and Peter Spirtes and Joseph Ramsey and Gustavo Lacerda and Shohei Shimizu}, title = {Causal discovery of linear acyclic models with arbitrary distributions}, booktitle = {Proceedings of 24th Conf. on Uncertainty in Artificial Intelligence (UAI 2008)}, year = 2008, } @inproceedings{CTT100575891, author = {Shohei Shimizu and Aapo Hyvarinen}, title = {Discovery of linear non-gaussian acyclic models in the presence of latent classes}, booktitle = {Lecture Notes in Computer Science}, year = 2008, } @inproceedings{CTT100575888, author = {Shohei Shimizu and Patrik O. Hoyer and Aapo Hyvarinen}, title = {Linear non-Gaussian structural equation models}, booktitle = {}, year = 2008, } @misc{CTT100575886, author = {清水昌平}, title = {独立成分分析による線形逐次モデルの探索}, year = 2008, }