Trinculo: Bayesian and frequentist multinomial logistic regression for genome-wide association studies of multi-category phenotypes.
Luke JostinsGilean McVeanPublished in: Bioinform. (2016)
Keyphrases
- genome wide association studies
- multi category
- multinomial logistic regression
- multi class
- complex diseases
- genome wide
- sparse data
- support vector machine
- biological data
- human genome
- risk minimization
- generalization bounds
- extreme learning machine
- risk factors
- single nucleotide polymorphisms
- maximum likelihood
- artificial neural networks
- microarray data
- decision trees
- data integration