Topological approximate Bayesian computation for parameter inference of an angiogenesis model

Topological approximate Bayesian computation for parameter inference of an angiogenesis model

Motivation Inferring the parameters of models describing biological systems is an important problem in the reverse engineering of the mechanisms underlying these systems. Much work has focused on parameter inference of stochastic and ordinary differential equation models using Approximate Bayesian C...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Thorne, T, Kirk, PDW, Harrington, HA
Μορφή:	Journal article
Γλώσσα:	English
Έκδοση:	Oxford University Press 2022

Παρόμοια τεκμήρια

Calibrated approximate Bayesian inference
ανά: Xing, H, κ.ά.
Έκδοση: (2019)

Approximate Decentralized Bayesian Inference
ανά: Campbell, Trevor David, κ.ά.
Έκδοση: (2014)

Approximate bayesian inference in semiparametric copula models
ανά: Grazian, C, κ.ά.
Έκδοση: (2017)

Accelerating Bayesian inference in computationally expensive computer models using local and global approximations
ανά: Conrad, Patrick Raymond
Έκδοση: (2014)

Understanding approximation for Bayesian inference in neural networks
ανά: Farquhar, S
Έκδοση: (2022)

A family of algorithms for approximate Bayesian inference
ανά: Minka, Thomas Peter
Έκδοση: (2014)

Bayesian computational models for inferring preferences
ανά: Evans, Owain Rhys
Έκδοση: (2016)

Computation of extreme-value parameters and inference by approximation covariance technique.
ανά: Karmokar, Provash Kumar, κ.ά.
Έκδοση: (2012)

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

Anatomically informed Bayesian inference for physiological imaging
ανά: Kirk, T
Έκδοση: (2021)

Multifidelity approximate Bayesian computation
ανά: Prescott, T, κ.ά.
Έκδοση: (2020)

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

Inference of brain networks with approximate Bayesian computation – assessing face validity with an example application in Parkinsonism
ανά: West, TO, κ.ά.
Έκδοση: (2021)

Model misspecification in approximate Bayesian computation: consequences and diagnostics
ανά: Frazier, D, κ.ά.
Έκδοση: (2020)

Approximate Bayesian computation with path signatures
ανά: Dyer, J, κ.ά.
Έκδοση: (2024)

Asymptotic properties of approximate Bayesian computation
ανά: Frazier, D, κ.ά.
Έκδοση: (2018)

Approximate bayesian estimates of weibull parameters with Lindley’s method
ανά: Guure, Chris Bambey, κ.ά.
Έκδοση: (2014)

Pakman: a modular, efficient and portable tool for approximate Bayesian inference
ανά: Pak, T, κ.ά.
Έκδοση: (2020)

Phylogenetic inference under recombination using Bayesian stochastic topology selection.
ανά: Webb, A, κ.ά.
Έκδοση: (2009)

Use of Bayesian inference for parameter recovery in DC and AC voltammetry
ανά: Gavaghan, D, κ.ά.
Έκδοση: (2017)

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

PASS-GLM: Polynomial approximate sufficient statistics for scalable Bayesian GLM inference
ανά: Huggins, Jonathan H., κ.ά.
Έκδοση: (2020)

Using approximate Bayesian computation to quantify cell–cell adhesion parameters in a cell migratory process
ανά: Ross, R, κ.ά.
Έκδοση: (2017)

Bayesian inference for the bivariate extreme model
ανά: Mohd Amin, Nor Azrita, κ.ά.
Έκδοση: (2016)

Bayesian inference of stochastic dynamical models
ανά: Lu, Peter Guang Yi
Έκδοση: (2013)

Bayesian estimation of two-parameters Rayleigh-logarithmic using Lindley approximation
ανά: Nazri, Fatin Syazwani, κ.ά.
Έκδοση: (2021)

Demonstration of Bayesian inference and Bayesian experimental design in a model film/substrate inference problem
ανά: Aggarwal, Raghav
Έκδοση: (2016)

Gibbs flow for approximate transport with applications to Bayesian computation
ανά: Heng, J, κ.ά.
Έκδοση: (2021)

SPECIAL ISSUE: BAYESIAN INFERENCE AND STOCHASTIC COMPUTATION Preface
ανά: Yoshida, R, κ.ά.
Έκδοση: (2014)

Quantifying uncertainty in computational neuroscience with Bayesian statistical inference
ανά: Cronin, Beau D
Έκδοση: (2009)

LR-GLM: High-dimensional Bayesian inference using low-rank data approximations
ανά: Trippe, Brian L., κ.ά.
Έκδοση: (2020)

Bayesian inference in FMRI.
ανά: Woolrich, M
Έκδοση: (2012)

Bayesian inference in FMRI
ανά: Woolrich, M
Έκδοση: (2012)

Bayesian parametric inference /
ανά: 408947 Bansal, Ashok K
Έκδοση: (2007)

Approximate inference in Gaussian graphical models
ανά: Malioutov, Dmitry M., 1981-
Έκδοση: (2009)

Bayesian inference for an adaptive Ordered Probit model: an application to Brain Computer Interfacing.
ανά: Yoon, J, κ.ά.
Έκδοση: (2011)

Rapid Bayesian inference for expensive stochastic models
ανά: Warne, DJ, κ.ά.
Έκδοση: (2021)

Bayesian inference for economic agent-based models
ανά: Platt, D
Έκδοση: (2021)

Approximate Bayesian Modeling with Embedded Gaussian Processes
ανά: Chen, Rujian
Έκδοση: (2023)

Bayesian time series models and scalable inference
ανά: Johnson, Matthew James, Ph. D. Massachusetts Institute of Technology
Έκδοση: (2014)