Goodness-of-fit statistics for approximate Bayesian computation [PDF]
arXiv, 2016 Approximate Bayesian computation is a statistical framework that uses numerical simulations to calibrate and compare models. Instead of computing likelihood functions, Approximate Bayesian computation relies on numerical simulations, which makes it applicable to complex models in ecology and evolution.
arxiv
Statistical Inference with Data Augmentation and Parameter Expansion [PDF]
arXiv, 2015 Statistical pragmatism embraces all efficient methods in statistical inference. Augmentation of the collected data is used herein to obtain representative population information from a large class of non-representative population's units. Parameter expansion of a probability model is shown to reduce the upper bound on the sum of error probabilities for
arxiv
Algebraic statistical models [PDF]
Statistica Sinica 2007, Vol. 17, 1273-1297, 2007 Many statistical models are algebraic in that they are defined in terms of polynomial constraints, or in terms of polynomial or rational parametrizations. The parameter spaces of such models are typically semi-algebraic subsets of the parameter space of a reference model with nice properties, such as for example a regular exponential family.
arxiv
Statistical Models for Degree Distributions of Networks [PDF]
arXiv, 2014 We define and study the statistical models in exponential family form whose sufficient statistics are the degree distributions and the bi-degree distributions of undirected labelled simple graphs. Graphs that are constrained by the joint degree distributions are called $dK$-graphs in the computer science literature and this paper attempts to provide ...
arxiv
Operating Systems: A statistical model for console behavior in multiuser computers [PDF]
, 1968 Peter J. Denning
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Statistical Model for Vibrational-Rotational Population Distribution of Diatomic Molecule in Splitting of Four-Atomic Complex into Three Pieces [PDF]
, 1968 Sigeru Watanabe +2 more
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A statistical decision model for sensory discrimination which predicts Weber’s law and other sensory laws: Some results of a computer simulation [PDF]
, 1966 Michel Treisman
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Statistical Model for Strange Particle and Isobar Production in Proton-Antiproton Annihilation [PDF]
, 1962 J. S. Kovacs
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AN EXPERIMENTAL EXAMINATION OF THE BUSH-MOSTELLER STATISTICAL MODEL FOR VERBAL LEARNING
, 1959 Masaaki Yoshida
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Discussion of “Statistical Model for Live Floor Loads” [PDF]
, 1969 C. Allin Cornell +2 more
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