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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Augustin, D, Lambert, B, Wang, K, Walz, A-C, Robinson, M, Gavaghan, D
Μορφή:	Journal article
Γλώσσα:	English
Έκδοση:	Public Library of Science 2023

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ανά: Sturgess, P, κ.ά.
Έκδοση: (2012)

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ανά: Huggins, Jonathan H., κ.ά.
Έκδοση: (2020)

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ανά: Thomas, O
Έκδοση: (2017)

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Έκδοση: (2012)

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

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

Inference Plans for Hybrid Particle Filtering
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Έκδοση: (2025)

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Έκδοση: (2014)

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ανά: Creswell, R, κ.ά.
Έκδοση: (2024)

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Έκδοση: (2023)

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ανά: Cornish, R, κ.ά.
Έκδοση: (2019)

A Monte Carlo method to estimate cell population heterogeneity from cell snapshot data
ανά: Lambert, B, κ.ά.
Έκδοση: (2020)

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ανά: Johnstone, R, κ.ά.
Έκδοση: (2016)

Economic Data as Snapshots in Time
ανά: Katrina Stierholz
Έκδοση: (2006-05-01)

Regularized S‐map for inference and forecasting with noisy ecological time series
ανά: Cenci, Simone, κ.ά.
Έκδοση: (2022)

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ανά: Román Zapién-Campos, κ.ά.
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ανά: Xiaoou Li
Έκδοση: (2024-04-01)

Inferring coalescence times from DNA sequence data.
ανά: Tavaré, S, κ.ά.
Έκδοση: (1997)

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

Unsupervised part of speech inference with particle filters
ανά: Dubbin, G, κ.ά.
Έκδοση: (2012)

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ανά: Agrawal, Raj
Έκδοση: (2022)

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Έκδοση: (2018)

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ανά: Wooldridge, Jeffrey M.
Έκδοση: (2011)

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ανά: Groves, A, κ.ά.
Έκδοση: (2009)