Convenience accessor that retrieves the vector of significant variables (either column names or integer indices) for a given block and joint component.
Value
A character vector of variable names (when the original data matrix had column names) or an integer vector of column indices.
Examples
# \donttest{
set.seed(42)
n <- 50
pks <- c(100, 80)
Y <- ajive.data.sim(K = 2, rankJ = 2, rankA = c(5, 4), n = n,
pks = pks, dist.type = 1)
data.ajive <- Y$sim_data
initial_signal_ranks <- c(5, 4)
ajive_result <- Rajive(data.ajive, initial_signal_ranks)
js <- jackstraw_rajive(ajive_result, data.ajive, alpha = 0.05, n_null = 10)
get_significant_vars(js, block = 1, component = 1)
#> [1] 1 2 6 8 9 10 11 14 15 16 19 23 24 25 26 27 29 30 31 32 34 37 38 39 41
#> [26] 47 48 50 51 56 59 61 64 65 67 69 70 71 73 75 76 77 78 79 80 81 82 84 85 86
#> [51] 88 89 91 92 94 95 96 97 98 99
# }