Gaussian Process Inference for Differential Equation Models of Transcriptional Regulation

Neil Lawrence, Magnus Rattray, Antti Honkela, Michalis Titsias

    Research output: Chapter in Book/Conference proceedingChapterpeer-review

    Original languageEnglish
    Title of host publicationHandbook of Statistical Systems Biology
    Pages376-394
    Number of pages18
    DOIs
    Publication statusPublished - 12 Sept 2011

    Keywords

    • Biological time series
    • Correlation-based approach for Twist
    • Gaussian process inference
    • Gaussian processes in biological modeling
    • Generalized linear model
    • Model based target ranking
    • Model fit to data
    • Systems Biology models
    • Transcription factor concentration

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