Filtry
Consistency of a nonparametric Bayesian estimator
Consistency of nonparametric Bayesian estimators is not automatically guaranteed due to infinite number of parameters. In the paper consistency of posterior distribution and of nonparametric Bayesian e...
BA - Obecná matematika
- 2010 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Bayesian Nonparametric Estimation of Hazard Rate in Survival Analysis Using Gibbs Sampler
Bayesian Nonparametric Estimation of Hazard Rate in Survival Analysis Using Gibbs Sampler...
BA - Obecná matematika
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Nonparametric Bayesian estimators in the Koziol-Green model of random censorship
The paper presents a nonparametric Bayes estimator of the survival function under the Koziol-Green model of random censorship. Gamma process is assumed as a prior distribution of the cumulative hazard rate....
BA - Obecná matematika
- 2004 •
- D
Rok uplatnění
D - Stať ve sborníku
Bayesian estimators in several models
The paper presents examples of Bayes estimators and some of their properties, estimators of parameters of some probability distributions, estimators in regression, or survival data analysis are considered. The examples also...
BA - Obecná matematika
- 2005 •
- D
Rok uplatnění
D - Stať ve sborníku
Uncertainty Quantification Through Bayesian Nonparametric Modelling
by a stochastic process via the Bayesian nonparametric approach. The contribution presents uncertainties formulate an inherent randomness. In the case of estimating aleatory and the corresponding epistemic uncertainty abou...
Civil engineering
- 2020 •
- D
Rok uplatnění
D - Stať ve sborníku
On the Bayesian Interpretation of Penalized Statistical Estimators
statistical estimators. Penalized estimates of the parameters of three models obtained by Bayesian reasoning are explained here to correspond to the intuition. First, the paper considers Bayesian estimates
Statistics and probability
- 2023 •
- D •
- Odkaz
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
The Koziol-Green model with left truncated observations
The paper deals with nonparametric Bayes estimator of the reliability function in a model with proportional censorship and left truncation. The paper complements our Robust'06 paper where no truncation was assumed....
BA - Obecná matematika
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Nonparametric estimations and the diffeological Fisher metric
, the diffeological Hausdorff–Jeffrey measure and explain their role in classical and Bayesian nonparametric estimation problems in statistics....
Pure mathematics
- 2021 •
- D •
- Odkaz
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Non-Parametric Bayesian Measurement Noise Density Estimation in Non-Linear Filtering
In this study, we investigate online Bayesian estimation of the measurement process mixtures. Dirichlet processes are widely used in statistics for nonparametric density estimation. In the proposed method, the unkn...
BD - Teorie informace
- 2011 •
- D
Rok uplatnění
D - Stať ve sborníku
Bayesian nonparametric estimation of hazard rate in monotone Aalen model
The paper describes a method of estimating the hazard rate of survival data following monotone Aalen regression model. The proposed approach is based on techniques which were introduced by Arjas and Gasbarra. The unknown functional parameter...
BB - Aplikovaná statistika, operační výzkum
- 2014 •
- Jx •
- Odkaz
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
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