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Parametric inference in the large data limit using maximally informative models

bioRxiv

Dec 13, 2013

Justin B Kinney, Gurinder S Atwal

Abstract

Motivated by data-rich experiments in transcriptional regulation and sensory neuro-science, 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 obs...read more

Mentioned in this Paper

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

bioRxiv

Dec 13, 2013

Justin B Kinney, Gurinder S Atwal

PMID: 990001396

DOI: 10.1101/001396

Abstract

Motivated by data-rich experiments in transcriptional regulation and sensory neuro-science, 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 obs...read more

Mentioned in this Paper

Lenalidomide
Transcriptional Regulation
M Protein, multiple myeloma
2-Dimensional
Sensory Disorders
Sensorineural Hearing Loss (Disorder)
Anatomical Space Structure
Macrophage
Specimen Type - Filter
Direction
3
Paper Details
References
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  • Citations
  • finger pointing at paper

    References currently unavailable

    We're still populating references for this paper, please check back later.
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