Parameter identifiability and model selection for sigmoid population growth models

Parameter identifiability and model selection for sigmoid population growth models

Sigmoid growth models, such as the logistic, Gompertz and Richards’ models, are widely used to study population dynamics ranging from microscopic populations of cancer cells, to continental-scale human populations. Fundamental questions about model selection and parameter estimation are critical if...

書誌詳細
主要な著者:	Simpson, MJ, Browning, AP, Warne, DJ, Maclaren, OJ, Baker, RE
フォーマット:	Journal article
言語:	English
出版事項:	Elsevier 2021

類似資料

Identifiability analysis for stochastic differential equation models in systems biology
著者:: Browning, AP, 等
出版事項: (2020)

Practical parameter identifiability for spatio-temporal models of cell invasion
著者:: Simpson, MJ, 等
出版事項: (2020)

Profile likelihood analysis for a stochastic model of diffusion in heterogeneous media
著者:: Simpson, MJ, 等
出版事項: (2021)

Rapid Bayesian inference for expensive stochastic models
著者:: Warne, DJ, 等
出版事項: (2021)

Reliable and efficient parameter estimation using approximate continuum limit descriptions of stochastic models
著者:: Simpson, MJ, 等
出版事項: (2022)

A practical guide to pseudo-marginal methods for computational inference in systems biology
著者:: Warne, DJ, 等
出版事項: (2020)

Efficient inference and identifiability analysis for differential equation models with random parameters
著者:: Browning, AP, 等
出版事項: (2022)

Geometric analysis enables biological insight from complex non-identifiable models using simple surrogates
著者:: Browning, AP, 等
出版事項: (2023)

Using experimental data and information criteria to guide model selection for reaction-diffusion problems in mathematical biology
著者:: Warne, D, 等
出版事項: (2019)

Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processes
著者:: Warne, D, 等
出版事項: (2022)

Double sigmoidal models describing the growth of coffee berries
著者:: Tales Jesus Fernandes, 等

Structural identifiability analysis of linear reaction–advection–diffusion processes in mathematical biology
著者:: Browning, AP, 等
出版事項: (2024)

Using Sigmoid Growth Models to Simulate Greenhouse Tomato Growth and Development
著者:: Shih-Lun Fang, 等
出版事項: (2022-11-01)

Optimal quantification of contact inhibition in cell populations
著者:: Warne, D, 等
出版事項: (2017)

Efficient inference and identifiability analysis for differential equation models with random parameters.
著者:: Alexander P Browning, 等
出版事項: (2022-11-01)

Simulation of crop growth, time to maturity and yield by an improved sigmoidal model
著者:: Jun-He Liu, 等
出版事項: (2018-05-01)

Parameter identifiability and model selection for partial differential equation models of cell invasion
著者:: Liu, Y, 等
出版事項: (2024)

Continuum descriptions of spatial spreading for heterogeneous cell populations: theory and experiment
著者:: Matsiaka, OM, 等
出版事項: (2019)

Learning differential equation models from stochastic agent-based model simulations
著者:: Nardini, JT, 等
出版事項: (2021)

Accurate and efficient discretizations for stochastic models providing near agent-based spatial resolution at low computational cost
著者:: Fadai, NT, 等
出版事項: (2019)

Configurable Model for Sigmoid and Hyperbolic Tangent Functions
著者:: Khaled Salah, 等
出版事項: (2023-07-01)

Sigmoid Volvulus: Diagnostic Modalities and Sigmoid Gangrene
著者:: Sabri Selçuk Atamanalp, 等
出版事項: (2021-06-01)

Predicting the Digestive Tract Development and Growth Performance of Goat Kids Using Sigmoidal Models
著者:: Mahmoud Abdelsattar, 等
出版事項: (2021-03-01)

Quantifying tissue growth, shape and collision via continuum models and Bayesian inference
著者:: Falcó, C, 等
出版事項: (2023)

Travelling waves in a free boundary mechanobiological model of an epithelial tissue
著者:: Murphy, RJ, 等
出版事項: (2020)

Using Sigmoid Growth Curves to Establish Growth Models of Tomato and Eggplant Stems Suitable for Grafting in Subtropical Countries
著者:: Chih-Yu Hsieh, 等
出版事項: (2021-12-01)

Profile-Wise Analysis: A profile likelihood-based workflow for identifiability analysis, estimation, and prediction with mechanistic mathematical models.
著者:: Matthew J Simpson, 等
出版事項: (2023-09-01)

Sigmoid Volvulus
著者:: S. Selcuk Atamanalp
出版事項: (2010-12-01)

Sicegar: R package for sigmoidal and double-sigmoidal curve fitting
著者:: M. Umut Caglar, 等
出版事項: (2018-01-01)

Exact calculations of survival probability for diffusion on growing lines, disks, and spheres: The role of dimension
著者:: Simpson, MJ, 等
出版事項: (2015)

Geometric analysis enables biological insight from complex non-identifiable models using simple surrogates.
著者:: Alexander P Browning, 等
出版事項: (2023-01-01)

Sigmoid models in the description of CO₂ evolved from legumes in the soil
著者:: Edilson Marcelino Silva, 等
出版事項: (2023-10-01)

Computational modeling of sigmoid functionally graded material (SFGM) plate
著者:: Jai Kumar Sharma, 等
出版事項: (2023-01-01)

Contrast Enhancement Using Sensitivity Model-Based Sigmoid Function
著者:: Seung Park, 等
出版事項: (2019-01-01)

A double-sigmoid model for grapevine bunch compactness development
著者:: Javier Tello, 等
出版事項: (2018-12-01)

X-RAY DIAGNOSIS OF A GIANT SIGMOID COPROLITH IN THE SIGMOID COLON
著者:: M. I. Davidov, 等
出版事項: (2017-09-01)

Laparoscopic Sigmoid Colectomy with Natural Orifice Specimen Extraction in Sigmoid Volvulus
著者:: Sabri Selçuk Atamanalp
出版事項: (2024-06-01)

Development and Assessment of SPM: A Sigmoid-Based Model for Probability Estimation in Non-Repetitive Unit Selection With Replacement
著者:: Samarth Godara, 等
出版事項: (2024-01-01)

Biologically-informed neural networks guide mechanistic modeling from sparse experimental data
著者:: Lagergren, JH, 等
出版事項: (2020)

Smoothing in linear multicompartment biological processes subject to stochastic input
著者:: Browning, AP, 等
出版事項: (2023)