Automated parameter estimation for biological models using Bayesian statistical model checking

Automated parameter estimation for biological models using Bayesian statistical model checking

Bibliographic Details
Main Authors:	Hussain, Faraz, Langmead, Christopher J, Mi, Qi, Dutta-Moscato, Joyeeta, Vodovotz, Yoram, Jha, Sumit K
Format:	Online
Language:	English
Published:	BioMed Central 2015
Online Access:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4674867/

Similar Items

A Multiscale Agent-Based in silico Model of Liver Fibrosis Progression
by: Dutta-Moscato, Joyeeta, et al.
Published: (2014)

Posterior predictive scimulation Checks for hierarchical Bayesian Modelling
by: M. Elobaid, Rafida, et al.
Published: (2010)

Bayesian perspectives on statistical modelling
by: Polson, Nicholas G.
Published: (1988)

An object model development for UK automated compliance checking
by: Malsane, S., et al.
Published: (2013)

Development of an object model for automated compliance checking
by: Malsane, S., et al.
Published: (2015)

Improved statistical model checking methods for pathway analysis
by: Koh, Chuan Hock, et al.
Published: (2012)

Bayesian parameter estimation for nonlinear modelling of biological pathways
by: Ghasemi, Omid, et al.
Published: (2011)

A Bayesian Framework for Parameter Estimation in Dynamical Models
by: Coelho, Flávio Codeço, et al.
Published: (2011)

Exploring behaviors of stochastic differential equation models of biological systems using change of measures
by: Jha, Sumit Kumar, et al.
Published: (2012)

Estimating epidemiological parameters of a stochastic differential model of HIV dynamics using hierarchical Bayesian statistics.
by: Renee Dale, et al.

Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies
by: Szymańska, Ewa, et al.
Published: (2011)

Creating a pipeline of talent for informatics: STEM initiative for high school students in computer science, biology, and biomedical informatics
by: Dutta-Moscato, Joyeeta, et al.
Published: (2014)

Bayesian Parameter Estimation and Segmentation in the Multi-Atlas Random Orbit Model
by: Tang, Xiaoying, et al.
Published: (2013)

Approximate Bayesian Computation for Estimating Parameters of Data-Consistent Forbush Decrease Model
by: Anna Wawrzynczak, et al.
Published: (2018-08-01)

Fast Bayesian parameter estimation for stochastic logistic growth models
by: Heydari, Jonathan, et al.
Published: (2014)

Inflammation Following Traumatic Brain Injury in Humans: Insights from Data-Driven and Mechanistic Models into Survival and Death
by: Abboud, Andrew, et al.
Published: (2016)

Parameter Estimation of Platelets Deposition: Approximate Bayesian Computation With High Performance Computing
by: Ritabrata Dutta, et al.
Published: (2018-08-01)

Automated Software Tool Support for Checking the Inconsistency of Requirements
by: Kamalrudin, Massila
Published: (2009)

Automated tajweed checking rules engine for Quranic learning
by: Noor, Jamaliah Ibrahim, et al.
Published: (2013)

Reality Check: Today's library automation marketplace
by: Pamela, Cibbarelli
Published: (1998)

Are Assumptions of Well-Known Statistical Techniques Checked, and Why (Not)?
by: Hoekstra, Rink, et al.
Published: (2012)

Hybrid Equation/Agent-Based Model of Ischemia-Induced Hyperemia and Pressure Ulcer Formation Predicts Greater Propensity to Ulcerate in Subjects with Spinal Cord Injury
by: Solovyev, Alexey, et al.
Published: (2013)

Automated Bayesian model development for frequency detection in biological time series
by: Granqvist, Emma, et al.
Published: (2011)

Bayesian statistical inference of loglogistic model with interval-censored lifetime data
by: Guure, Chris Bambey, et al.
Published: (2015)

Selecting Summary Statistics in Approximate Bayesian Computation for Calibrating Stochastic Models
by: Burr, Tom, et al.
Published: (2013)

Logical foundations of hierarchical model checking
by: Norihiro, Kamide
Published: ()

Approximate bayesian estimates of weibull parameters with Lindley’s method
by: Guure, Chris Bambey, et al.
Published: (2014)

Mathematical Modeling of Early Cellular Innate and Adaptive Immune Responses to Ischemia/Reperfusion Injury and Solid Organ Allotransplantation
by: Day, Judy D., et al.
Published: (2015)

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

Bayesian Model Comparison and Parameter Inference in Systems Biology Using Nested Sampling
by: Pullen, Nick, et al.
Published: (2014)

Determination of parameter identifiability in nonlinear biophysical models: A Bayesian approach
by: Hines, Keegan E., et al.
Published: (2014)

Impacts of prior parameter distributions on Bayesian evaluation of groundwater model complexity
by: Saeideh Samani, et al.
Published: (2018-04-01)

Bayesian Parameter Inference and Model Selection by Population Annealing in Systems Biology
by: Murakami, Yohei
Published: (2014)

The effect of trained parameters in Bayesian neural encoding models for the auditory system
by: Plourde, Eric
Published: (2014)

Estimating Parameters and Structural Change in CGE Models Using a Bayesian Cross-Entropy Estimation Approach
by: Go, Delfin S., et al.
Published: (2015)

Mic Check/Reality Check
by: Wanda Vrasti
Published: (2012-03-01)

Dynamic Profiling: Modeling the Dynamics of Inflammation and Predicting Outcomes in Traumatic Brain Injury Patients
by: Constantine, Gregory, et al.
Published: (2016)

Comparison on modelling the relative risk estimation: Bayesian study
by: M. Elobaid, Rafida, et al.
Published: (2010)

Estimating Tree Height-Diameter Models with the Bayesian Method
by: Zhang, Xiongqing, et al.
Published: (2014)

Estimating anatomical trajectories with Bayesian mixed-effects modeling
by: Ziegler, G., et al.
Published: (2015)