Inference of biological networks using bi-directional random forest granger causality
The standard ordinary least squares based Granger causality is one of the widely used methods for detecting causal interactions between time series data. However, recent developments in technology limit the utilization of some existing implementations due to the availability of high dimensional data...
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| Main Authors: | , |
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| Other Authors: | |
| Format: | Article |
| Language: | English |
| Published: |
2018
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/88601 http://hdl.handle.net/10220/46944 |
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| Institution: | Nanyang Technological University |
| Language: | English |