Markus Palviainen

Causal Inference & Discovery · 2008

A researcher in the Science corpus: 1 paper; trusts 3 researchers and is trusted by 6 researchers here, as inferred from the citation graph.

Subfields

• Causal Inference & Discovery — 5 citations into it
• Signal Processing — 5 citations into it; #3,424 of 7,572 by trust here, #3,198 by citations

Whom Markus Palviainen trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Aapo Hyvärinen
2. J. Gerring

Who trusts Markus Palviainen overall

1. Dominik Janzing
2. Kun Zhang

Papers from Markus Palviainen's perspective

Ordered by how strongly the researchers Markus Palviainen trusts endorse each paper. Same corpus, a different order for every researcher.

1. Causality : Models , Reasoning , and Inference
2. Causation
3. Learning the Structure of Linear Latent Variable Models
4. Investigating causal relations by econometric models and cross-spectral methods
5. Causation, prediction, and search
6. Independent Component Analysis
7. A Linear Non-Gaussian Acyclic Model for Causal Discovery
8. Identifiability, separability, and uniqueness of linear ICA models
9. Using labeled data to evaluate change detectors in a multivariate streaming environment
10. Learning Overcomplete Representations (Neural Computation)

Their papers

• Estimation of causal effects using linear non-Gaussian causal models with hidden variables (2008) — 243 citations