"黒木学,清水昌平,湊真一,石畠正和,樺島祥介,田中和之,本村陽一,玉田嘉紀,鈴木譲,植野真臣","確率的グラフィカルモデル",,,"共立出版",,,,2016,July
"小松勇介,清水昌平,下平英寿","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","統計関連学会連合大会",,,,,,2009,Sept.
"Shohei Shimizu,Aapo Hyv?rinen,Yoshinobu Kawahara,Takashi Washio","A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model","The 25th Conf. on Uncertainty in Artificial Intelligence (UAI 09)","Proc. of the 25th Conf. on Uncertainty in Artificial Intelligence (UAI 09)",,,,"pp. 506-513",2009,
"Shohei Shimizu,Yutaka Kano","Use of non-normality in structural equation modeling: Application to direction of causation",,"Journal of Statistical Planning and Inference",,"Vol. 138",,"pp. 3483-3491",2008,Nov.
"Patrik O. Hoyer,Shohei Shimizu,Antti J. Kerminen,Markus Palviainen","Estimation of causal effects using linear non-gaussian causal models with hidden variables",,"International Journal of Approximate Reasoning",,"Vol. 49","No. 2","pp. 362-378",2008,Oct.
"清水昌平,鷲尾隆,Aapo Hyvarinen,井元清哉","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","2008年度統計関連学会連合大会",,,,,,2008,Sept.
"Aapo Hyvarinen,Shohei Shimizu,Patrik O. Hoyer","Causal modelling combining instantaneous and lagged effects: an identifiable model based on non-Gaussianity","International Conference on Machine Learning (ICML 2008)","Proceedings of International Conference on Machine Learning (ICML 2008)",,,,"pp. 424-431",2008,July
"Patrik O. Hoyer,Aapo Hyvarinen,Richard Scheines,Peter Spirtes,Joseph Ramsey,Gustavo Lacerda,Shohei Shimizu","Causal discovery of linear acyclic models with arbitrary distributions","24th Conf. on Uncertainty in Artificial Intelligence (UAI 2008)","Proceedings of 24th Conf. on Uncertainty in Artificial Intelligence (UAI 2008)",,,,"pp. 282-289",2008,July
"Shohei Shimizu,Aapo Hyvarinen","Discovery of linear non-gaussian acyclic models in the presence of latent classes","Proceedings of 14th International Conference on Neural Information Processing (ICONIP 2007)","Lecture Notes in Computer Science",,"Vol. 4984",,"pp. 752-761",2008,June
"Shohei Shimizu,Patrik O. Hoyer,Aapo Hyvarinen","Linear non-Gaussian structural equation models","IMPS 2008, the 73rd Annual Meeting of the Psychometric Society",,,,,,2008,June
"清水昌平","独立成分分析による線形逐次モデルの探索",,"日本統計学会誌",,"Vol. 37","No. 2","pp. 223-237",2008,Apr.