Filter inference: a scalable nonlinear mixed effects inference approach for snapshot time series data

Filter inference: a scalable nonlinear mixed effects inference approach for snapshot time series data

Variability is an intrinsic property of biological systems and is often at the heart of their complex behaviour. Examples range from cell-to-cell variability in cell signalling pathways to variability in the response to treatment across patients. A popular approach to model and understand this varia...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Augustin, D, Lambert, B, Wang, K, Walz, A-C, Robinson, M, Gavaghan, D
Fformat:	Journal article
Iaith:	English
Cyhoeddwyd:	Public Library of Science 2023

Eitemau Tebyg

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

Probabilistic inference on noisy time series (PINTS)
gan: Clerx, M, et al.
Cyhoeddwyd: (2019)

Scalable online nonlinear goal-oriented inference with physics-informed maps
gan: Li, Harriet.
Cyhoeddwyd: (2019)

Scalable inference in state-space models
gan: Middleton, L
Cyhoeddwyd: (2019)

Bayesian inference for biological time series
gan: Creswell, R
Cyhoeddwyd: (2023)

Time series : modeling, computation, and inference /
gan: 518357 Prado, Raquel, et al.
Cyhoeddwyd: (c201)

Statistical inference of one-dimensional persistent nonlinear time series and application to predictions
gan: Johannes A. Kassel, et al.
Cyhoeddwyd: (2022-03-01)

A scalable variational inference approach for increased mixed-model association power
gan: Loya, H, et al.
Cyhoeddwyd: (2025)

Inferring structure in neural time series data: dynamics and connectivity
gan: Suryadi
Cyhoeddwyd: (2023)

Overview of observational data-based time series causal inference
gan: Zefan ZENG, et al.
Cyhoeddwyd: (2023-07-01)

Scalable cascade inference for semantic image segmentation
gan: Sturgess, P, et al.
Cyhoeddwyd: (2012)

Scalable Gaussian process inference with finite-data mean and variance guarantees
gan: Huggins, Jonathan H., et al.
Cyhoeddwyd: (2020)

Scalable Structure Learning, Inference, and Analysis with Probabilistic Programs
gan: Saad, Feras Ahmad Khaled
Cyhoeddwyd: (2023)

Scalable approaches to inference and analysis of genome-wide genealogies
gan: Gunnarsson, ÁF
Cyhoeddwyd: (2023)

Automated Scalable Bayesian Inference via Hilbert Coresets
gan: Campbell, Trevor David, et al.
Cyhoeddwyd: (2021)

Scalable inference and private co-training for Gaussian processes
gan: Thomas, O
Cyhoeddwyd: (2017)

Scalable Inference of Customer Similarities from Interactions Data Using Dirichlet Processes
gan: Braun, Michael, et al.
Cyhoeddwyd: (2012)

Applications of time-series generative models and inference techniques
gan: Teng, M
Cyhoeddwyd: (2022)

Posterior Inference for Structural Parameters Using Cross Section and Time Series Data
gan: Kaufman, Gordon M.
Cyhoeddwyd: (2004)

Inference Plans for Hybrid Particle Filtering
gan: Cheng, Ellie, et al.
Cyhoeddwyd: (2025)

Bayes versus the virial theorem: inferring the potential of a galaxy from a kinematical snapshot
gan: Magorrian, J
Cyhoeddwyd: (2014)

A snapshot of the climate in the Middle Pleistocene inferred from a stalagmite from central Japan
gan: Masataka Sakai, et al.
Cyhoeddwyd: (2024-09-01)

Understanding the impact of numerical solvers on inference for differential equation models
gan: Creswell, R, et al.
Cyhoeddwyd: (2024)

Scalable Full Posterior Inference for Uncertainty-Aware Robot Perception
gan: Huang, Qiangqiang
Cyhoeddwyd: (2023)

Scalable Metropolis-Hastings for exact Bayesian inference with large datasets
gan: Cornish, R, et al.
Cyhoeddwyd: (2019)

A Monte Carlo method to estimate cell population heterogeneity from cell snapshot data
gan: Lambert, B, et al.
Cyhoeddwyd: (2020)

Hierarchical Bayesian inference for ion channel screening dose-response data
gan: Johnstone, R, et al.
Cyhoeddwyd: (2016)

Economic Data as Snapshots in Time
gan: Katrina Stierholz
Cyhoeddwyd: (2006-05-01)

Regularized S‐map for inference and forecasting with noisy ecological time series
gan: Cenci, Simone, et al.
Cyhoeddwyd: (2022)

Causal inference with time-series cross-sectional data : with applications to positive political economy
gan: Xu, Yiqing, 1984-
Cyhoeddwyd: (2016)

Stochastic models allow improved inference of microbiome interactions from time series data.
gan: Román Zapién-Campos, et al.
Cyhoeddwyd: (2024-11-01)

Time Series Forecasting with Missing Data Using Generative Adversarial Networks and Bayesian Inference
gan: Xiaoou Li
Cyhoeddwyd: (2024-04-01)

Inferring coalescence times from DNA sequence data.
gan: Tavaré, S, et al.
Cyhoeddwyd: (1997)

Thermodynamic inference of data manifolds
gan: Purushottam D. Dixit
Cyhoeddwyd: (2020-05-01)

Unsupervised part of speech inference with particle filters
gan: Dubbin, G, et al.
Cyhoeddwyd: (2012)

Practical Methods for Scalable Bayesian and Causal Inference with Provable Quality Guarantees
gan: Agrawal, Raj
Cyhoeddwyd: (2022)

A Scalable Inference Pipeline for 3D Axon Tracing Algorithms
gan: Fenelon, Benjamin, et al.
Cyhoeddwyd: (2024)

Scalable Bayesian inference for the inverse temperature of a hidden Potts model
gan: Moores, M, et al.
Cyhoeddwyd: (2018)

Regression-based inference in linear time series models with incomplete dynamics
gan: Wooldridge, Jeffrey M.
Cyhoeddwyd: (2011)

Combined spatial and non-spatial prior for inference on MRI time-series.
gan: Groves, A, et al.
Cyhoeddwyd: (2009)