Include functions to rapidly build accurate genetic prediction models for genome-wide association or whole-genome sequencing study data by smooth-threshold multivariate genetic prediction (STMGP) method.


To install: install.packages("stmgp")


Ueki M, Tamiya G, and for Alzheimer’s Disease Neuroimaging Initiative. (2016) Smooth-thresholdmultivariate genetic prediction with unbiased model selection. Genet Epidemiol 40:233-43. https://doi.org/10.1002/gepi.21958 Ueki M. (2009) A note on automatic variable selection using smooth-threshold estimating equations. Biometrika 96:1005-11. https://doi.org/10.1093/biomet/asp060