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Estimation of the Ising field parameter from incomplete and noisy data
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Bayesian fits and their application to top quark physics at LHC
Le document discute la problematique de la propagation d'incertitudes mutliples dans l'analyse bayesienne d'une combinaison de processus de Poisson. Une méthode... -
Models of the Unimodal and Multimodal Statistics of Adaptive Wavelet Packet C...
In recent work, it was noted that although the subband histograms for standard wavelet coefficients take on a generalized Gaussian form, this is no longer true for... -
On Bayesian Estimation in Manifolds
It is frequently stated that the maximum a posteriori (MAP) and minimum mean squared error (MMSE) estimates of a continuous parameter are not invariant to arbitrary... -
Bayesian state-space modelling of the De Lury depletion model: strengths and ...
The strengths and limitations of a Bayesian state-space modelling framework are investigated for a De Lury depletion model that accommodates two recruitment pulses per... -
A flexible approach to parametric inference in nonlinear and time varying tim...
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ICML Exploration & Exploitation challenge: Keep it simple!
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Cardinal series to restore NMR-signals dominated by strong inhomogeneous broa...
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Identification of Bayesian posteriors for coefficients of chaos expansions
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Model performance analysis for Bayesian biomass dynamics models using bias, p...
Bayesian observation error (OEM), process error (PEM) and state-space (SSM) implementations of a Fox biomass dynamics model are compared using a simulation-estimation... -
Likelihood and Bayesian analyses reveal major genes affecting body compositio...
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A bivariate quantitative genetic model for a linear Gaussian trait and a surv...
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A Bayesian approach for the evaluation of six diagnostic assays and the estim...
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Bayesian Kriging & Simulations
This paper gives a presentation of the version of Kriging (BK) and Simulations (SK) with Bayesian guess of the drift coe cients. In particular, it shows that BK stands... -
Statistical analysis of Clewell et al PBPK model of trichloroethylene kinetics
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Statistical analysis of Fisher et al PBPK model of trichloroethylene kinetics
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An approximate method for population toxicokinetic analysis with aggregated data
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A new decentralized Bayesian approach for cooperative vehicle localization ba...
International audience
