Identifiability of Gaussian structural equation models with equal error variances

A transformational characterization of equivalent Bayesian network structures

D. M. Chickering · 1995

Earlier work this paper cites.

Spectra of Graphs: Theory and Application

D.M. Cvetković, M. Doob, and H. Sachs · 1995

Earlier work this paper cites.

Graphical Models

S. Lauritzen · 1996

Earlier work this paper cites.

A characterization of Markov equivalence classes for acyclic digraphs

S. A. Andersson, D. Madigan, and M. D. Perlman · 1997

Earlier work this paper cites.

Causation, Prediction, and Search

P. Spirtes, C. Glymour, and R. Scheines · 2000

Earlier work this paper cites.

Optimal structure identification with greedy search

D. M. Chickering · 2002

Earlier work this paper cites.

Boosting for tumor classification with gene expression data

M. Dettling and P. Bühlmann · 2003

Cited alongside, same era.

A linear non-Gaussian acyclic model for causal discovery

S. Shimizu, P. O. Hoyer, A. Hyvärinen, and A. Kerminen · 2006

Cited alongside, same era.

Detection of unfaithfulness and robust causal inference

J. Zhang and P. Spirtes · 2008

Cited alongside, same era.

Nonlinear causal discovery with additive noise models

P. Hoyer, D. Janzing, J. Mooij, J. Peters, and B. Schölkopf · 2009

Cited alongside, same era.

Causality: Models, Reasoning, and Inference

J. Pearl · 2009

Cited alongside, same era.

Nonlinear directed acyclic structure learning with weakly additive noise models

R. Tillman, A. Gretton, and P. Spirtes · 2010

Cited alongside, same era.

The on-line encyclopedia of integer sequences

OEIS Foundation Inc · 2011

Later among the works it cites.

Identifiability of causal graphs using functional models

J. Peters, J. M. Mooij, D. Janzing, and B. Schölkopf · 2011

Later among the works it cites.

High-dimensional statistics with a view towards applications in biology

P. Bühlmann, M. Kalisch, and L. Meier · 2013

Closest in time.

Geometry of the faithfulness assumption in causal inference

C. Uhler, G. Raskutti, P. Bühlmann, and B. Yu · 2013

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ℓ 0 \ell_{0} -penalized maximum likelihood for sparse directed acyclic graphs

S. van de Geer and P. Bühlmann · 2013

Closest in time.