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Subjective Bayesian statistics: agreement between prior and data
When Bayesian inference is required to estimate the parameter of a decision-making model, the prior modelling must be specified with great care, especially when... -
Managing uncertainties in urban runoff quality models: A benchmarking methodo...
International audience -
Semi-blind sparse image reconstruction with application to MRFM
International audience -
Bayesian Modelling of PWR Vessels Flaw Distributions
We present a full Bayesian method for estimating the density and size distribution of subclad-flaws in French Pressurized Water Reactor (PWR) vessels. This model takes... -
Adaptive mixtures of regressions: Improving predictive inference when populat...
International audience -
Galaxy Decomposition in Multispectral Images Using Markov Chain Monte Carlo A...
International audience -
Contributions to visual loop closure detection and environment topological se...
Date de rédaction: 2012 -
Bayesian parameter estimation of convective heat transfer coefficients of a r...
International audience -
Inverse problems occurring in uncertainty analysis
This thesis provides a probabilistic solution to inverse problems through Bayesian techniques.The inverse problem considered here is to estimate the distribution of a... -
Adaptive Importance Sampling and ABC methods with application to population g...
This thesis consists of two parts which can be read independently. The first part is about the Adaptive Multiple Importance Sampling (AMIS) algorithm presented in... -
A statistical-reaction-diffusion approach for analyzing expansion processes
International audience -
Probabilistic outlier detection in vibration spectra with small learning dataset
The issue of detecting abnormal vibrations from spectra is addressed in this article, when little is known both on the mechanical behavior of the system, and on the... -
Modelling macroeconomic effects and expert judgements in operational risk : a...
Publié in J. Operational Risk 7, 3-23 (Winter 2013) DOI : https://doi.org/10.21314/jop.2012.113 -
Iterated importance sampling in missing data problems
International audience -
An alternative competing risk model to the Weibull distribution in lifetime d...
A simple competing risk distribution as a possible alternative to the Weibull distribution in lifetime analysis is proposed. This distribution corresponds to the... -
Advanced Interacting Sequential Monte Carlo Sampling for Inverse Scattering
The following electromagnetism (EM) inverse problem is addressed. It consists in estimating local radioelectric properties of materials recovering an object from... -
Bayesian Unconditional Quantile Regression: An Analysis of Recent Expansions ...
We develop a reliable Bayesian inference for the RIF-regression model of Firpo, Fortin and Lemieux (Econometrica, 2009) in which we first estimate the log wage... -
A Bayesian Subjective Poverty Line, One Dollar a Day Revisited
This paper provides a new estimation of an international poverty line based on a Bayesian approach. We found that the official poverty lines of the poorest countries...
