Martin Mächler
Statistics and Probability · 2004–2017
A researcher in the Science corpus: 5 papers; trusts 14 researchers and is trusted by 33 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 37 citations into it; #4,122 of 12,932 by trust here, #249 by citations
- Artificial Intelligence — 31 citations into it; #6,331 of 35,345 by trust here, #2,214 by citations
- Nature and Landscape Conservation — 11 citations into it
- Economics and Econometrics — 5 citations into it
Whom Martin Mächler trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Hans R. Künsch
- Dana Ron
- Markus Kalisch
- Tom L. Burr
- Jiji Zhang
- Marloes H. Maathuis
- Joseph Hilbe
- Marco Scutari
- M. Powell
- Yoram Singer
Who trusts Martin Mächler overall
- Cosma Rohilla Shalizi
- Ricard Marxer
- Alain Hauser
- Peter Buhlmann
- Marloes H. Maathuis
- Sacha Epskamp
- Paul-Christian Burkner
- Diego Colombo
- Francis L. Huang
- Preetam Nandy
Papers from Martin Mächler's perspective
Ordered by how strongly the researchers Martin Mächler trusts endorse each paper. Same corpus, a different order for every researcher.
- Equivalence and Synthesis of Causal Models
- Generalized Linear Models
- Strong completeness and faithfulness in Bayesian networks
- Ancestral graph Markov models
- On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias
- Complete Identification Methods for the Causal Hierarchy
- Causation, Prediction, and Search
- Estimating high-dimensional intervention effects from observational data
- Functional discovery via a compendium of expression profiles. (Cell)
- Learning Bayesian Networks with the bnlearn R Package
Their papers
- Fitting Linear Mixed-Effects Models Using lme4 (2014) — 85,316 citations
- Causal Inference Using Graphical Models with the R Package pcalg (2012) — 673 citations
- glmmTMB Balances Speed and Flexibility Among Packages for Zero-inflated Generalized Linear Mixed Modeling (2017) — 10,195 citations
- Variable Length Markov Chains: Methodology, Computing, and Software (2004) — 378 citations
- Modeling zero-inflated count data with glmmTMB (2017) — 360 citations