Kenneth Bollen

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 1

Top Topics

Causal Relations

Gaussian Distribution

Bayesian Estimation

Structural Equation Models

Top Venues

J. Mach. Learn. Res.

Publications

Ankur Ankan, Inge M. N. Wortel, Kenneth Bollen, Johannes Textor
Combining Graphical and Algebraic Approaches for Parameter Identification in Latent Variable Structural Equation Models. AISTATS (2023)
Shohei Shimizu, Kenneth Bollen
Bayesian estimation of causal direction in acyclic structural equation models with individual-specific confounder variables and non-Gaussian distributions. J. Mach. Learn. Res. 15 (1) (2014)
Shohei Shimizu, Takanori Inazumi, Yasuhiro Sogawa, Aapo Hyvärinen, Yoshinobu Kawahara, Takashi Washio, Patrik O. Hoyer, Kenneth Bollen
DirectLiNGAM: A Direct Method for Learning a Linear Non-Gaussian Structural Equation Model. J. Mach. Learn. Res. 12 (2011)
Yoshinobu Kawahara, Kenneth Bollen, Shohei Shimizu, Takashi Washio
GroupLiNGAM: Linear non-Gaussian acyclic models for sets of variables CoRR (2010)
Myron P. Gutmann, Mark Abrahamson, Margaret O. Adams, Micah Altman, Caroline Arms, Kenneth Bollen, Michael Carlson, Jonathan David Crabtree, Darrell Donakowski, Gary King, Jared Lyle, Marc Maynard, Amy Pienta, Richard Rockwell, Lois Timms-Ferrara, Copeland H. Young
From Preserving the Past to Preserving the Future: The Data-PASS Project and the Challenges of Preserving Digital Social Science Data. Libr. Trends 57 (3) (2009)