Evans, Robin J.
- Parameterizing and Simulating from Causal Models
2021/09/08 by Robin J. Evans, Vanessa Didelez, Evans, Robin J. +1 · 3 citations
Mathematics · Arts and Humanities · Computer Science · #Statistical Methods in Clinical Trials #Philosophy and History of Science #Bayesian Modeling and Causal Inference
- Distributional Equivalence and Structure Learning for Bow-free Acyclic\n Path Diagrams
2015/08/07 by Christopher Nowzohour, Marloes H. Maathuis, Nowzohour, Christopher +5 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (stat.ML) #Statistical and Computational Modeling
- A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment
2021/11/25 by Hu, Robert, Sejdinovic, Dino, Evans, Robin J. · 2 citations
#FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
- Marginal Causal Flows for Validation and Inference
2024/11/02 by Manela, Daniel de Vassimon, Battaglia, Laura, Evans, Robin J. · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Combining experimental and observational data through a power likelihood
2023/04/05 by Lin Xi, Lin, Xi, Tarp, Jens Magelund +1 · 1 citation
Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistics Theory (math.ST)
- Data fusion for efficiency gain in ATE estimation: A practical review with simulations
2024/07/01 by Lin, Xi, Tarp, Jens Magelund, Evans, Robin J. · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Kalman tracking and parameter estimation of continuous gravitational waves with a pulsar timing array
2024/09/22 by Kimpson, Tom, Melatos, Andrew, O'Leary, Joseph +11 · 2 citations
#FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Astrophysical Phenomena (astro-ph.HE)
- State-space analysis of a continuous gravitational wave source with a pulsar timing array: inclusion of the pulsar terms
2024/10/14 by Tom Kimpson, A. Melatos, Kimpson, Tom +25 · 2 citations
Physics and Astronomy · Earth and Planetary Sciences · #Pulsars and Gravitational Waves Research #Geophysics and Gravity Measurements
- State-space algorithm for detecting the nanohertz gravitational wave background
2025/01/13 by Kimpson, Tom, Melatos, Andrew, O'Leary, Joseph +11 · 2 citations
#FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Astrophysical Phenomena (astro-ph.HE) #Instrumentation and Methods for Astrophysics (astro-ph.IM)