MTPS - Multi-Task Prediction using Stacking Algorithms
Simultaneous multiple outcomes prediction based on revised stacking algorithms, which enables the integration of information from predictions of individual models. An implementation of methodologies proposed in our paper: Li Xing, Mary L Lesperance, Xuekui Zhang. (2019) Bioinformatics, "Simultaneous prediction of multiple outcomes using revised stacking algorithms" <doi:10.1093/bioinformatics/btz531>.
Last updated 2 years ago
3.18 score 1 dependents 8 scripts 339 downloadslboxcox - Implementation of Logistic Box-Cox Regression
Implements a logistic box-cox model. This model is fully described in Xing, L. et al. (2021) <doi:10.1002/cjs.11587>.
Last updated 1 years ago
2.70 score 5 scripts 248 downloadsGWASbyCluster - Identifying Significant SNPs in Genome Wide Association Studies (GWAS) via Clustering
Identifying disease-associated significant SNPs using clustering approach. This package is implementation of method proposed in Xu et al (2019) <DOI:10.1038/s41598-019-50229-6>.
Last updated 5 years ago
1.00 score 123 downloads