Order Under Uncertainty: Robust Differential Expression Analysis Using Probabilistic Models for Pseudotime Inference

Open Access

Peer-reviewed

Research Article

Kieran R. Campbell,

Affiliations Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, United Kingdom, Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom
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Christopher Yau

* E-mail: cyau@well.ox.ac.uk

Affiliations Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, United Kingdom, Department of Statistics, University of Oxford, Oxford, United Kingdom

http://orcid.org/0000-0001-7615-8523

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Gene expression
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Principal component analysis
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Gene ontologies
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Covariance
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Gene mapping
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Monte Carlo method
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Markov models
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Statistical inference
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