Bayesian inference in processing experimental data: principles and basic applications

G D'Agostini - Reports on Progress in Physics, 2003 - iopscience.iop.org
… Our aim is to make the reader familiar, through examples … if you have a more precise
instrument). There are some values that … introduced two crucial aspects of the Bayesian approach: …

Design of inferential sensors in the process industry: A review of Bayesian methods

S Khatibisepehr, B Huang, S Khare - Journal of Process Control, 2013 - Elsevier
… in development and implementation of industrial inferential … focused on the techniques that
have their origin in Bayesian Statistics. … are investigated in order to extract hidden patterns (eg …

Bayesian inference in physics

U Von Toussaint - Reviews of Modern Physics, 2011 - APS
… for the extraction of information from physics experiments even … II the basics of Bayesian
inference are introduced and Bayes’ … experimental diagnostics as passive recording devices is …

Multimode process monitoring based on Bayesian method

Z Ge, Z Song - Journal of Chemometrics: A Journal of the …, 2009 - Wiley Online Library
process knowledge should be incorporated, thus making the … combined by the Bayesian
inference. Another contribution of … extraction are introduced, which is followed by the proposed …

Multimode process monitoring with Bayesian inference‐based finite Gaussian mixture models

J Yu, SJ Qin - AIChE Journal, 2008 - Wiley Online Library
… and identification of process and instrument faults are necessary to … , process historian
databases are commonly implemented in … monitoring (MSPM), utilize the historical data to extract

[图书][B] Bayesian signal processing: classical, modern, and particle filtering methods

JV Candy - 2016 - books.google.com
… of sequential Bayesian estimation to sequential decision-making. … actual implementation
providing the algorithm evolves from … capable of extracting the desired information from noisy, …

Bayesian inference in physics: case studies

V Dose - Reports on Progress in Physics, 2003 - iopscience.iop.org
… the need to extract as comprehensive information as possible from a given … joint uncertainties
introduced by measuring the apparatus … We make a very simple comment concerning these …

[图书][B] Bayesian inference in dynamic econometric models

L Bauwens, M Lubrano, JF Richard - 2000 - books.google.com
… made with implementation of the Bayesian approach in … the information extracted from
streamlined dynamic models with … , we use prior densities as essential devices for interpreting …

Bayes in the sky: Bayesian inference and model selection in cosmology

R Trotta - Contemporary Physics, 2008 - Taylor & Francis
extraction and Bayesian cosmological model building are … practical implementation in the
form of the Bayesian evidence, … coming from the finite precision of the measurement apparatus

Bayesian approach to system identification

V Peterka - Trends and Progress in System identification, 1981 - Elsevier
… the identification problems via Bayesian statistics. In … the concepts we have already defined,
but must be introduced … is: (i) How can the statistician extract the information about the …