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Bayesian inference on high-dimensional multivariate binary responses. [PDF]
Chakraborty A, Ou R, Dunson DB.
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An Advanced Tool Wear Forecasting Technique with Uncertainty Quantification Using Bayesian Inference and Support Vector Regression. [PDF]
Rong Z, Li Y, Wu L, Zhang C, Li J.
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Classical and Bayesian inference for the new four-parameter Lomax distribution with applications. [PDF]
Abdullah M+3 more
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The parieto-occipital cortex is a candidate neural substrate for the human ability to approximate Bayesian inference. [PDF]
Singletary NM, Gottlieb J, Horga G.
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Robustification of Bayesian-Inference-Based Gait Estimation for Lower-limb Wearable Robots. [PDF]
Hsu TW, Gregg RD, Thomas GC.
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Correction: Bayesian inference of kinetic schemes for ion channels by Kalman filtering.
Münch JL+3 more
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Inference in Bayesian networks
Nature Biotechnology, 2006Bayesian networks are increasingly important for integrating biological data and for inferring cellular networks and pathways. What are Bayesian networks and how are they used for inference?
Andrew J. Bulpitt+3 more
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2012
This chapter provides an overview of the Bayesian approach to data analysis, modeling, and statistical decision making. The topics covered go from basic concepts and definitions (random variables, Bayes' rule, prior distributions) to various models of general use in biology (hierarchical models, in particular) and ways to calibrate and use them (MCMC ...
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This chapter provides an overview of the Bayesian approach to data analysis, modeling, and statistical decision making. The topics covered go from basic concepts and definitions (random variables, Bayes' rule, prior distributions) to various models of general use in biology (hierarchical models, in particular) and ways to calibrate and use them (MCMC ...
openaire +4 more sources