K. Gallagher
Statistics and Probability · with Sambridge · 2006–2012
A researcher in the Science corpus: 5 papers; trusts 17 researchers and is trusted by 4 researchers here, as inferred from the citation graph.
Subfields
- Statistics and Probability — 24 citations into it
- Geophysics — 22 citations into it; #978 of 1,958 by trust here, #924 by citations
- Probabilistic & Bayesian Methods — 17 citations into it
- Artificial Intelligence — 15 citations into it
- Statistical and Nonlinear Physics — 10 citations into it; #6,129 of 10,127 by trust here, #6,156 by citations
- Nuclear and High Energy Physics — 9 citations into it
- Computational Theory and Mathematics — 7 citations into it
- Mathematical Physics — 5 citations into it
Whom K. Gallagher trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Alberto Malinverno
- Peter J. Green
- David John Cameron MacKay
- Malcolm Sambridge
- Richard A. Ketcham
- Albert Tarantola
- Alan E. Gelfand
- James O. Berger
- John A. Scales
- Geoffrey J. McLachlan
Who trusts K. Gallagher overall
Papers from K. Gallagher's perspective
Ordered by how strongly the researchers K. Gallagher trusts endorse each paper. Same corpus, a different order for every researcher.
- Information Theory, Inference, and Learning Algorithms
- Bayesian measures of model complexity and fit
- Sampling-Based Approaches to Calculating Marginal Densities
- Probability theory: the logic of science
- Mixture models : inference and applications to clustering
- Estimating the Dimension of a Model
- Bayes factors
- Inverse problem theory - and methods for model parameter estimation
- Bayesian Model Choice: Asymptotics and Exact Calculations
- Monte Carlo Sampling Methods Using Markov Chains and Their Applications
Their papers
- Transdimensional inverse thermal history modeling for quantitative thermochronology (2012) — 667 citations
- Transdimensional inversion of receiver functions and surface wave dispersion (2012) — 409 citations
- Markov chain Monte Carlo (MCMC) sampling methods to determine optimal models, model resolution and model choice for Earth Science problems (2009) — 285 citations
- Inference of past climate from borehole temperature data using Bayesian reversible jump Markov chain Monte Carlo (2007) — 52 citations
- Trans-dimensional inverse problems, model comparison and the evidence (2006) — 323 citations