Influence of Statistical Estimators on the Large-Scale Causal Inference of Regulatory Networks

Ricardo de Matos Simoes; Frank Emmert-Streib

doi:10.1002/9781118346990.ch5

Influence of Statistical Estimators on the Large-Scale Causal Inference of Regulatory Networks

Ricardo de Matos Simoes
, Frank Emmert-Streib

Queen's University Belfast

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

1 Citation (Scopus)

Original language	English
Title of host publication	Statistical and Machine Learning Approaches for Network Analysis
Publisher	John Wiley and Sons
Pages	131-152
Number of pages	22
ISBN (Print)	9780470195154
DOIs	https://doi.org/10.1002/9781118346990.ch5
Publication status	Published - 21 Jun 2012
Externally published	Yes

Keywords

C3NET algorithm for gene regulatory inference, without predefined threshold
C3NET inferred and estimators, discretized, global, local network-based
in silico gene expression datasets, for three Erdös-Rényi networks
Sparse gene regulatory network inference, in reducing overall complexity
Statistical estimators, on large-scale causal inference of regulatory networks

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10.1002/9781118346990.ch5

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title = "Influence of Statistical Estimators on the Large-Scale Causal Inference of Regulatory Networks",

keywords = "C3NET algorithm for gene regulatory inference, without predefined threshold, C3NET inferred and estimators, discretized, global, local network-based, in silico gene expression datasets, for three Erd{\"o}s-R{\'e}nyi networks, Sparse gene regulatory network inference, in reducing overall complexity, Statistical estimators, on large-scale causal inference of regulatory networks",

author = "\{de Matos Simoes\}, Ricardo and Frank Emmert-Streib",

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T1 - Influence of Statistical Estimators on the Large-Scale Causal Inference of Regulatory Networks

AU - de Matos Simoes, Ricardo

AU - Emmert-Streib, Frank

PY - 2012/6/21

Y1 - 2012/6/21

KW - C3NET algorithm for gene regulatory inference, without predefined threshold

KW - C3NET inferred and estimators, discretized, global, local network-based

KW - in silico gene expression datasets, for three Erdös-Rényi networks

KW - Sparse gene regulatory network inference, in reducing overall complexity

KW - Statistical estimators, on large-scale causal inference of regulatory networks

UR - https://www.scopus.com/pages/publications/84886129081

U2 - 10.1002/9781118346990.ch5

DO - 10.1002/9781118346990.ch5

M3 - Chapter

AN - SCOPUS:84886129081

SN - 9780470195154

SP - 131

EP - 152

BT - Statistical and Machine Learning Approaches for Network Analysis

PB - John Wiley and Sons

ER -

Influence of Statistical Estimators on the Large-Scale Causal Inference of Regulatory Networks

Keywords

Access to Document

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