regnet (Q99808)
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Network-Based Regularization for Generalized Linear Models
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | regnet |
Network-Based Regularization for Generalized Linear Models |
Statements
22 February 2024
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Network-based regularization has achieved success in variable selection for high-dimensional biological data due to its ability to incorporate correlations among genomic features. This package provides procedures of network-based variable selection for generalized linear models (Ren et al. (2017) <doi:10.1186/s12863-017-0495-5> and Ren et al.(2019) <doi:10.1002/gepi.22194>). Continuous, binary, and survival response are supported. Robust network-based methods are available for continuous and survival responses.
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