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Parametric inference in the large data limit using maximally informative models

bioRxiv

Dec 13, 2013

Justin B. Kinney, Gurinder Singh Atwal

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Abstract

Motivated by data-rich experiments in transcriptional regulation and sensory neuroscience, we consider the following general problem in statistical inference. When exposed to a high-dimensional signal S, a system of interest computes a representation R of that signal which is then obser...read more

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Sensorineural Hearing Loss (Disorder)
Transcriptional Regulation
Sensory Disorders
Lenalidomide
Research Study
Anatomical Space Structure
M Protein, multiple myeloma
Macrophage
2-Dimensional
Specimen Type - Filter
3
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  • Parametric inference in the large data limit using maximally informative models

    bioRxiv

    Dec 13, 2013

    Justin B. Kinney, Gurinder Singh Atwal

    PMID: 990001396

    DOI: 10.1101/001396

    Abstract

    Motivated by data-rich experiments in transcriptional regulation and sensory neuroscience, we consider the following general problem in statistical inference. When exposed to a high-dimensional signal S, a system of interest computes a representation R of that signal which is then obser...read more

    Mentioned in this Paper

    Sensorineural Hearing Loss (Disorder)
    Transcriptional Regulation
    Sensory Disorders
    Lenalidomide
    Research Study
    3
    Paper Details
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