bootstrap_var_select | Bootstrap variable selection (for IMLEGIT) |
example_2way | Simulated example of a 2 way interaction GxE model. |
example_3way | Simulated example of a 3 way interaction GxExz model |
example_3way_3latent | Simulated example of a 3 way interaction GxExZ model |
example_with_crossover | Simulated example of a 2 way interaction GxE model with crossover point. |
genetic_var_select | Parallel genetic algorithm variable selection (for IMLEGIT) |
GxE_interaction_RoS | Regions of significance using Johnson-Neyman technique |
GxE_interaction_test | Testing of the GxE interaction |
IMLEGIT | Independent Multiple Latent Environmental & Genetic InTeraction (IMLEGIT) model |
IMLEGIT_cv | Cross-validation for the IMLEGIT model |
LEGIT | Latent Environmental & Genetic InTeraction (LEGIT) model |
LEGIT_cv | Cross-validation for the LEGIT model |
longitudinal_folds | Longitudinal folds |
nes_var_select | Parallel natural evolutionary variable selection (nes) (for IMLEGIT) |
plot.LEGIT | Plot |
predict.IMLEGIT | Predictions of IMLEGIT fits |
predict.LEGIT | Predictions of LEGIT fits |
rGE | Gene-Environment correlation estimation and testing |
rGE.IMLEGIT | Gene-Environment correlation estimation and testing of IMLEGIT models |
rGE.LEGIT | Gene-Environment correlation estimation and testing of LEGIT models |
stepwise_search | Stepwise search for the best subset of genetic variants or environments with the LEGIT model |
stepwise_search_IM | Stepwise search for the best subset of elements in the latent variables with the IMLEGIT model |
summary.IMLEGIT | Summarizing IMLEGIT fits |
summary.LEGIT | Summarizing LEGIT fits |