Internal function that does the forward step for the stepwise function. #@param empty_start_dataset If TRUE, the initial dataset is empty. #@param fit Current best fit. #@param ... Same parameters as in the stepwise function.
forward_step(
empty_start_dataset,
fit,
data,
formula,
interactive_mode = FALSE,
genes_current = NULL,
env_current = NULL,
genes_toadd = NULL,
env_toadd = NULL,
search = "genes",
search_criterion = "AIC",
p_threshold = 0.2,
exclude_worse_AIC = TRUE,
max_steps = 100,
cv_iter = 5,
cv_folds = 10,
folds = NULL,
Huber_p = 1.345,
classification = FALSE,
start_genes = NULL,
start_env = NULL,
eps = 0.01,
maxiter = 100,
family = gaussian,
ylim = NULL,
seed = NULL,
print = TRUE,
test_only = FALSE
)
Returns fit, start_genes, start_env and genes_current, genes_toadd if search="genes" or env_current and env_toadd if search="env".