Monte Carlo algorithsm for Bayesian inference

Monte Carlo algorithsm for Bayesian inference

<p>This thesis addresses several issues appearing in Bayesian statistics. Firstly, computations for approximating Bayesian posteriors are often performed using Markov chain Monte Carlo (MCMC) methods. However, standard MCMC algorithms tend to perform poorly when the posterior distribution has...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Pompe, E
Άλλοι συγγραφείς:	Holmes, C
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	2021

Παρόμοια τεκμήρια

Markov chain Monte Carlo : stochastic simulation for Bayesian inference /
ανά: 360681 Gamerman, Dani, κ.ά.
Έκδοση: (2006)

Photometric Calibrations of M-dwarf Metallicity with Markov Chain Monte Carlo and Bayesian Inference
ανά: C. Duque-Arribas, κ.ά.
Έκδοση: (2023-01-01)

Measuring diachronic sense change: new models and Monte Carlo methods for Bayesian inference
ανά: Zafar, S, κ.ά.
Έκδοση: (2022)

Bayesian statistics and Monte Carlo methods
ανά: Koch K. R.
Έκδοση: (2018-03-01)

Approximating multivariate posterior distribution functions from Monte Carlo samples for sequential Bayesian inference.
ανά: Bram Thijssen, κ.ά.
Έκδοση: (2020-01-01)

Comparing two sequential Monte Carlo samplers for exact and approximate Bayesian inference on biological models
ανά: Daly, A, κ.ά.
Έκδοση: (2017)

Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processes
ανά: Warne, D, κ.ά.
Έκδοση: (2022)

Separable Shadow Hamiltonian Hybrid Monte Carlo for Bayesian Neural Network Inference in wind speed forecasting
ανά: Rendani Mbuvha, κ.ά.
Έκδοση: (2021-12-01)

Inferring gene regulatory networks using Dynamic Bayesian Network with Markov Chain Monte Carlo algorithm /
ανά: Low, Swee Thing, 1989- , author, κ.ά.
Έκδοση: (2013)

Sequential Monte Carlo methods for demographic inference
ανά: Henderson, D
Έκδοση: (2017)

Monte Carlo samplers for efficient network inference.
ανά: Zeliha Kilic, κ.ά.
Έκδοση: (2023-07-01)

The bootstrap method for Monte Carlo integration inference
ανά: Asamh Saleh M. Al Luhayb
Έκδοση: (2023-08-01)

On sequential Monte Carlo sampling methods for Bayesian filtering
ανά: Doucet, A, κ.ά.
Έκδοση: (2000)

Advanced Monte Carlo for Acquisition Sampling in Bayesian Optimization
ανά: Javier Garcia-Barcos, κ.ά.
Έκδοση: (2025-01-01)

On the use of Bayesian Monte-Carlo in evaluation of nuclear data
ανά: De Saint Jean Cyrille, κ.ά.
Έκδοση: (2017-01-01)

Bayesian inverse problems with Monte Carlo forward models
ανά: Bal, Guillaume, κ.ά.
Έκδοση: (2013)

An introduction to Monte Carlo methods for Bayesian data analysis
ανά: Andrieu, C, κ.ά.
Έκδοση: (2001)

Monte Carlo Inference on Two-Sided Matching Models
ανά: Taehoon Kim, κ.ά.
Έκδοση: (2019-03-01)

Monte Carlo Methods for Motion Planning and Goal Inference
ανά: Kondic, Jovana
Έκδοση: (2024)

Perceptual multistability as Markov Chain Monte Carlo inference
ανά: Gershman, Samuel J., κ.ά.
Έκδοση: (2017)

Monte Carlo inference and maximization for phrase−based translation
ανά: Arun, A, κ.ά.
Έκδοση: (2009)

Bayesian parameter inference in hydrological modelling using a Hamiltonian Monte Carlo approach with a stochastic rain model
ανά: S. Ulzega, κ.ά.
Έκδοση: (2023-08-01)

Biological Network Inference With GRASP: A Bayesian Network Structure Learning Method Using Adaptive Sequential Monte Carlo
ανά: Kaixian Yu, κ.ά.
Έκδοση: (2021-11-01)

Inferring gene regulatory networks using Dynamic Bayesian Network with Markov Chain Monte Carlo algorithm [electronic resource] /
ανά: Low, Swee Thing, 1989-, author
Έκδοση: (2013)

Atmospheric Dispersion Unknown Source Parameters Determination Using AERMOD and Bayesian Inference Along Markov Chain Monte Carlo
ανά: A Haghighattalab, κ.ά.
Έκδοση: (2012-11-01)

An adaptive sequential Monte Carlo method for approximate Bayesian computation
ανά: Del Moral, P, κ.ά.
Έκδοση: (2012)

Application of Markov chain Monte carlo method in Bayesian statistics
ανά: Zhao Qi
Έκδοση: (2016-01-01)

An adaptive sequential Monte Carlo method for approximate Bayesian computation
ανά: Del Moral, P, κ.ά.
Έκδοση: (2011)

On the inference of complex phylogenetic networks by Markov Chain Monte-Carlo.
ανά: Charles-Elie Rabier, κ.ά.
Έκδοση: (2021-09-01)

SeqClone: sequential Monte Carlo based inference of tumor subclones
ανά: Oyetunji E. Ogundijo, κ.ά.
Έκδοση: (2019-01-01)

Arriving at estimates of a rate and state fault friction model parameter using Bayesian inference and Markov chain Monte Carlo
ανά: Saumik Dana, κ.ά.
Έκδοση: (2021-12-01)

Gene regulatory network inference based on a nonhomogeneous dynamic Bayesian network model with an improved Markov Monte Carlo sampling
ανά: Jiayao Zhang, κ.ά.
Έκδοση: (2023-06-01)

Bayesian parameter inference by Markov chain Monte Carlo with hybrid fitness measures: theory and test in apoptosis signal transduction network.
ανά: Yohei Murakami, κ.ά.
Έκδοση: (2013-01-01)

A sequential Monte Carlo algorithm for inference of subclonal structure in cancer.
ανά: Oyetunji E Ogundijo, κ.ά.
Έκδοση: (2019-01-01)

Variational, Monte Carlo and policy-based approaches to Bayesian experimental design
ανά: Foster, AE
Έκδοση: (2021)

Multifidelity approximate Bayesian computation with sequential Monte Carlo parameter sampling
ανά: Prescott, TP, κ.ά.
Έκδοση: (2021)

Bayesian mixture modelling in geochronology via Markov chain Monte Carlo
ανά: Jasra, A, κ.ά.
Έκδοση: (2006)

Bayesian Estimation of Simultaneous Regression Quantiles Using Hamiltonian Monte Carlo
ανά: Hassan Hachem, κ.ά.
Έκδοση: (2024-05-01)

Bayesian optimization with informative parametric models via sequential Monte Carlo
ανά: Rafael Oliveira, κ.ά.
Έκδοση: (2022-01-01)

Bayesian genome assembly and assessment by markov chain monte carlo sampling.
ανά: Mark Howison, κ.ά.
Έκδοση: (2014-01-01)