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RNAseqNet - MaRDI portal

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RNAseqNet (Q31899)

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Log-Linear Poisson Graphical Model with Hot-Deck Multiple Imputation
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English
RNAseqNet
Log-Linear Poisson Graphical Model with Hot-Deck Multiple Imputation

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    0.1.4
    8 June 2020
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    0.1.0
    19 April 2017
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    0.1.1
    16 May 2017
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    0.1.2
    19 January 2018
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    0.1.3
    5 March 2020
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    0.1.5
    20 February 2024
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    20 February 2024
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    Infer log-linear Poisson Graphical Model with an auxiliary data set. Hot-deck multiple imputation method is used to improve the reliability of the inference with an auxiliary dataset. Standard log-linear Poisson graphical model can also be used for the inference and the Stability Approach for Regularization Selection (StARS) is implemented to drive the selection of the regularization parameter. The method is fully described in <doi:10.1093/bioinformatics/btx819>.
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