Methods for identifying SNP interactions: A review on variations of logic regression, Random Forest and bayesian logistic regression


Autoria(s): Chen, Carla; Schwender, Holger; Keith, Jonathan; Nunkesser, Robin; Mengersen, Kerrie; Macrossan, Paula
Data(s)

2011

Identificador

http://eprints.qut.edu.au/52390/

Publicador

Association for Computing Machinery, Inc.

Relação

DOI:10.1109/TCBB.2011.46

Chen, Carla, Schwender, Holger, Keith, Jonathan, Nunkesser, Robin, Mengersen, Kerrie, & Macrossan, Paula (2011) Methods for identifying SNP interactions: A review on variations of logic regression, Random Forest and bayesian logistic regression. IEEE - ACM Transactions on Computational Biology and Bioinformatics, 8(6), pp. 1580-1591.

Fonte

Faculty of Science and Technology; Mathematical Sciences

Palavras-Chave #010000 MATHEMATICAL SCIENCES #060000 BIOLOGICAL SCIENCES #080000 INFORMATION AND COMPUTING SCIENCES #Bayesian logistic regression with stochastic search algorithm, Genetic Programming for Association Studies, Logic regressions, Modified Logic Regression-Gene Expression Programming, Random Forest, candidate gene search
Tipo

Journal Article