load_data_MR.R

#### coursedata 1000 lignes ####
message("load coursedata")
coursedata <- structure(
  list(
    ID = 1:1000,
    g1 = c(
      1L, 0L, 1L, 0L, 0L, 2L, 1L,
      1L, 1L, 2L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L,
      1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 2L, 0L, 0L, 0L, 2L, 0L, 0L, 0L,
      0L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 2L, 2L, 1L,
      0L, 2L, 1L, 1L, 1L, 0L, 1L, 0L, 0L, 0L, 2L, 0L, 1L, 0L, 1L, 0L,
      0L, 1L, 0L, 0L, 1L, 1L, 2L, 1L, 2L, 0L, 0L, 0L, 0L, 0L, 2L, 1L,
      1L, 1L, 0L, 0L, 2L, 1L, 0L, 0L, 0L, 1L, 1L, 2L, 1L, 0L, 0L, 1L,
      0L, 1L, 0L, 2L, 1L, 1L, 0L, 2L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 1L,
      1L, 1L, 0L, 1L, 0L, 1L, 2L, 0L, 1L, 0L, 1L, 2L, 1L, 0L, 0L, 1L,
      1L, 0L, 1L, 0L, 1L, 0L, 1L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 0L,
      1L, 1L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 2L, 1L, 2L, 0L,
      1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 1L, 0L, 1L, 0L,
      1L, 0L, 1L, 1L, 0L, 2L, 0L, 0L, 1L, 0L, 1L, 0L, 1L, 1L, 1L, 2L,
      1L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L, 0L, 1L, 1L,
      0L, 0L, 1L, 0L, 2L, 1L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 1L, 1L, 0L,
      0L, 1L, 1L, 0L, 0L, 1L, 0L, 1L, 1L, 1L, 2L, 0L, 2L, 1L, 2L, 0L,
      0L, 0L, 1L, 1L, 1L, 2L, 0L, 0L, 2L, 0L, 2L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 1L, 1L, 2L, 1L, 0L, 0L, 0L, 1L, 2L, 2L, 2L,
      0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 2L, 0L,
      1L, 2L, 2L, 0L, 1L, 0L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L,
      0L, 1L, 0L, 1L, 0L, 2L, 1L, 0L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 2L,
      0L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 0L, 2L, 1L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 2L, 1L,
      1L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L,
      2L, 1L, 2L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L,
      2L, 1L, 1L, 0L, 0L, 1L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 1L,
      0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 1L, 1L, 0L, 2L, 1L, 1L, 1L, 0L,
      1L, 2L, 0L, 0L, 1L, 0L, 1L, 1L, 1L, 0L, 1L, 0L, 0L, 1L, 1L, 0L,
      1L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L, 1L, 2L, 0L, 1L, 0L, 1L,
      1L, 1L, 1L, 0L, 1L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L,
      1L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 2L, 0L, 0L, 1L, 0L, 0L,
      0L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L,
      0L, 0L, 1L, 0L, 0L, 1L, 0L, 2L, 0L, 1L, 1L, 0L, 1L, 0L, 0L, 0L,
      1L, 1L, 1L, 2L, 1L, 1L, 1L, 0L, 1L, 2L, 0L, 1L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 1L, 1L, 1L, 0L, 0L, 1L, 2L, 1L, 1L, 0L, 1L, 0L, 1L, 1L, 0L,
      1L, 0L, 1L, 0L, 0L, 1L, 0L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 0L,
      2L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 2L, 1L, 0L, 0L, 0L, 1L,
      1L, 1L, 1L, 1L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 2L, 1L, 0L, 0L,
      0L, 1L, 0L, 1L, 1L, 1L, 1L, 0L, 0L, 1L, 2L, 0L, 0L, 1L, 0L, 1L,
      1L, 2L, 2L, 0L, 2L, 0L, 0L, 1L, 2L, 0L, 0L, 1L, 1L, 1L, 0L, 0L,
      1L, 0L, 1L, 0L, 1L, 1L, 2L, 1L, 1L, 0L, 1L, 1L, 0L, 0L, 2L, 0L,
      1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 2L, 0L, 0L, 1L,
      0L, 2L, 0L, 1L, 0L, 0L, 1L, 1L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 1L, 0L, 0L, 1L, 1L, 0L, 1L, 0L, 0L, 1L, 1L, 0L, 0L, 0L,
      0L, 1L, 0L, 0L, 1L, 1L, 1L, 0L, 0L, 1L, 1L, 2L, 1L, 0L, 0L, 0L,
      0L, 1L, 1L, 2L, 0L, 1L, 0L, 1L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 0L,
      1L, 1L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 1L, 1L, 1L, 0L, 0L, 1L, 1L,
      1L, 0L, 2L, 1L, 0L, 0L, 1L, 1L, 0L, 0L, 1L, 2L, 0L, 0L, 1L, 2L,
      0L, 0L, 1L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 1L, 0L, 2L, 1L, 1L, 1L,
      0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 1L,
      1L, 0L, 0L, 0L, 0L, 1L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 1L, 0L,
      2L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 1L, 1L, 0L, 2L, 1L, 0L, 0L, 0L,
      1L, 1L, 1L, 1L, 0L, 0L, 1L, 2L, 1L, 0L, 0L, 0L, 0L, 0L, 2L, 0L,
      0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L, 1L, 0L, 2L, 0L, 1L, 1L, 1L,
      1L, 1L, 0L, 0L, 2L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 0L, 0L, 0L,
      0L, 1L, 0L, 0L, 0L, 2L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      1L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 2L, 0L, 1L,
      2L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 1L, 2L, 1L,
      0L, 2L, 0L, 0L, 1L, 0L, 2L, 0L, 1L, 0L, 1L, 1L, 1L, 0L, 1L, 1L,
      0L, 1L, 2L, 2L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 1L, 1L, 1L,
      1L, 2L, 0L, 1L, 0L, 2L, 0L, 1L, 1L, 1L, 0L, 0L, 1L, 0L, 1L, 0L,
      0L, 0L, 2L, 1L, 0L, 1L, 1L, 1L, 0L, 0L, 2L, 0L, 1L, 1L, 1L, 0L,
      1L
    ),
    g2 = c(
      0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L,
      1L, 2L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L,
      2L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      1L, 1L, 0L, 1L, 1L, 1L, 1L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 1L,
      0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L, 0L,
      1L, 0L, 0L, 1L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 2L, 0L, 0L, 0L, 1L, 1L, 1L, 1L, 0L,
      0L, 0L, 1L, 0L, 0L, 1L, 2L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 1L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 2L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 2L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L,
      0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L,
      0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 0L, 2L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 0L,
      0L, 0L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L,
      0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 2L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L, 0L,
      0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L,
      0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 2L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 1L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 1L, 1L, 0L, 1L, 1L, 1L, 0L, 1L, 0L, 1L, 1L, 0L, 0L, 0L, 1L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 1L, 1L, 0L, 0L,
      0L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 1L, 1L,
      0L, 0L, 0L, 0L, 2L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L,
      0L, 0L, 2L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 1L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L,
      0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 0L,
      0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L
    ),
    g3 = c(
      0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 2L,
      0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 1L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 2L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      0L, 1L, 1L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L,
      1L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L,
      0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L, 0L, 0L,
      0L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 1L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L,
      1L, 0L, 0L, 0L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L,
      0L, 1L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L, 0L, 0L, 1L, 1L,
      0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 1L,
      1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 2L, 0L, 2L,
      0L, 2L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 1L, 0L, 1L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 1L, 1L, 0L,
      0L, 1L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 2L, 0L, 0L,
      0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 1L,
      0L, 0L, 1L, 1L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 1L, 0L, 0L,
      0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      2L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L,
      2L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L,
      0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L,
      0L, 0L, 0L, 0L, 0L, 0L, 1L, 2L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 2L, 0L, 0L, 0L, 2L, 0L,
      1L, 1L, 0L, 0L, 0L
    ),
    g4 = c(
      1L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L,
      0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L,
      1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      2L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 2L, 0L, 0L, 1L, 1L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L,
      1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 1L, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L,
      1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 1L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 2L, 0L, 0L,
      0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L,
      0L, 1L, 1L, 0L, 0L, 2L, 1L, 0L, 1L, 0L, 2L, 0L, 0L, 0L, 0L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 2L, 0L, 0L, 1L, 0L,
      1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      1L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L, 0L,
      0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 2L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 1L, 0L, 0L,
      0L, 1L, 1L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 1L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 1L, 1L, 0L, 0L,
      0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 0L, 0L, 2L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L,
      0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L,
      0L, 0L, 2L, 1L, 1L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L,
      1L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 1L, 0L, 0L,
      1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 2L, 0L, 0L,
      1L, 0L, 1L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      1L, 0L, 0L, 1L, 1L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 1L,
      0L, 0L, 0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L,
      0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L,
      0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 1L, 0L, 0L, 0L,
      0L, 0L, 0L, 1L, 1L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L,
      2L, 0L, 1L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 2L, 0L, 1L, 0L, 0L, 0L, 0L, 0L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 1L, 0L, 1L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 0L, 0L, 0L,
      1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 0L, 0L, 1L, 0L, 0L, 1L, 0L,
      0L, 0L, 0L, 1L, 1L, 1L, 0L, 0L, 0L, 2L, 0L, 0L, 0L, 0L, 0L, 0L,
      0L, 0L, 2L, 1L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 1L, 1L, 0L
    ),
    x = c(
      0.511414, -1.054505, -0.5629682, 0.8614941, 0.01561589,
      0.6833003, -0.6746297, -0.4061614, -0.6149677, -1.879157,
      -0.05042828, 1.680699, 0.5137487, 2.201788, 0.7167764, -1.004449,
      -0.6859939, -0.6415381, 0.1375836, -0.8205097, -0.9211929, -0.2890304,
      2.804525, 1.226967, -0.9575722, -1.270487, -2.289114, 0.526536, 1.438994,
      -0.3715216, 1.331559, 1.792797, 1.692925, 1.256187, 0.06991528, -0.6505202,
      1.396369, -0.5114426, 0.2672284, 1.574073, 0.04566857, 0.4056919, 1.818845,
      -2.555156, 2.999357, 1.600707, 2.371696, -0.7393405, -0.2391566, -1.39762,
      -1.739929, 0.7721316, 1.411083, -1.757184, 0.5943157, -0.2505998, -0.1681945,
      0.2570663, 3.30867, -1.116718, 0.5894963, 1.478647, -0.7417048, -1.319887,
      1.584719, 1.15919, -0.8447209, 0.2667319, 1.18326, 0.02816468, 1.687759,
      -1.199569, -0.6692825, 0.5739241, 2.120731, 0.8224431, 0.6210457, -2.017137,
      -0.6241882, 2.268948, 1.805351, 0.397793, -0.7359586, -0.2063584, 0.1522673,
      1.036336, 1.330475, 0.2612113, -0.9154014, -1.5377, -1.098441, 3.086792,
      0.6043353, 1.170345, -3.111301, 0.2640477, 2.536658, -0.2510893, 1.401259,
      0.1661447, 1.686695, -0.1609624, 0.1630675, 0.415674, -1.550273, 0.1489423,
      -0.1576676, -0.5691448, -0.6539119, 0.4012272, -0.8691397, 0.7204053,
      -0.7049306, -0.1225196, -1.265644, -0.8104727, 0.5801718, 0.2097785, 
      0.287809, -0.4992997, 1.801467, -2.634428, 0.8473001, -0.6796415, 
      -0.7637564, -1.097179, 0.4107748, 0.1740537, 1.315861, 0.6626521,
      0.1578388, 3.80543, 0.7432005, -0.3357377, 1.604536, -1.176574, 2.478271,
      -0.2291014, 0.4579258, 3.248699, 2.709125, 2.162149, -0.0405159, 0.9048444,
      -1.348854, 0.8823482, 0.1021243, -3.259865, -1.067268, 0.2819568,
      -0.6596893, -0.1807872, 2.515758, -0.17833, 1.469117, -0.7612572, 
      1.067393, 0.7137753, 1.316876, 0.8889861, -0.1705705, 0.930299, 
      2.178425, 1.040393, 0.2484525, 1.6969, -0.2385769, 1.215803, 
      -0.121749, 0.4517173, 2.711227, -1.034289, 1.360948, 0.3336845, 
      1.448049, 3.336718, -0.5653164, 1.116664, 1.71992, 2.103569, -0.676021,
      0.734796, 1.041596, 1.132922, -1.65245, 0.01402473, 0.0465818, -1.975893,
      1.67299, 2.275564, -0.2249914, 0.7790609, 3.159228, 1.638781, 1.436377,
      -0.6704336, 1.45016, -0.6534693, 3.628212, 0.683499, -1.210783, 1.252596,
      2.002806, 0.9677379, 1.181196, 1.100068, -2.424559, 1.123638, -1.586164,
      1.083465, 0.0608369, 2.765038, 0.8396216, 1.458574, 0.1989703, 1.006285,
      2.162564, -0.603887, -2.31755, 1.221963, 0.6493447, 2.953362, 0.5976394,
      -0.3981365, -1.78078, -0.496523, 0.860883, -1.298076, -2.297513,
      -0.09740282, 2.072371, -1.799149, 0.2757767, -0.5535889, 0.1776869, 
      0.1154027, -1.494918, -1.597056, -3.715302, 1.396965, 1.987818, 0.6799783,
      -0.8720844, 2.98124, 1.782676, 2.107667, -0.7132319, -0.3419962, 
      -1.702036, -0.1761597, 3.431252, 3.155451, 0.9332177, 1.979404, -1.7355,
      0.6880204, 1.051234, 1.89421, 0.4698883, -0.3932978, 0.3974729, 
      -0.9357116, -0.2343248, 0.2050391, -0.3535254, 0.4131892, -3.710254, 
      0.2160358, -1.364176, 1.031962, -0.3941657, 0.06128966, -0.9381835, 
      0.2668205, -0.04478533, 0.5474066, 0.8188285, 1.672575, 1.827346, 
      -1.142377, 0.1020187, -0.1820338, -1.706108, -2.439444, 1.259864, 
      -0.818278, 1.996407, -2.080284, 0.8619137, 0.8588534, 1.868601, 1.256401,
      -2.316555, 0.3826919, -1.012581, 2.328252, 0.5380796, 0.7670646, 
      -0.05206852, -0.6185147, -1.53058, 0.7413501, 0.4799917, 1.671116,
      1.326772, 0.261943, 1.871066, -1.371915, 1.57526, -1.715803, 2.569946,
      2.241288, -0.8802445, -1.4776, 0.6931523, 0.8917982, 0.5523826, 1.245605,
      1.833399, 2.667176, 1.468033, 1.628667, 0.8040985, -0.3787018, -0.4190084,
      -0.6459137, -0.5960377, 0.2484855, -0.188875, 1.130984, -0.3331705,
      -0.5551823, -1.085202, 1.318145, -0.7794812, -1.406285, 0.3070447, 
      -1.347552, 1.327245, 1.353192, -0.4580307, 1.521133, 0.6713348, 2.54509,
      0.8640877, 1.292991, -0.7605298, -2.607158, 0.1165786, 1.868724, 4.348593,
      -0.8815095, 0.2134438, 2.654003, 2.087685, 0.7539754, -2.478812, 0.1475988,
      -0.3185559, 2.039761, -1.921362, 0.1643196, 2.863641, 0.4538039, -1.488915,
      0.7972866, 0.2992142, -0.4384953, 0.3609048, 2.380255, -0.7507977, 
      -1.005004, 1.511704, 0.212741, 1.051822, 2.172525, 0.2150965, 0.007859951,
      3.08277, -0.1235147, -0.03427866, 0.4004827, 1.078061, -1.7794, 1.075778,
      -0.6072247, -0.967762, 0.981806, 0.1475147, 0.4808787, 3.378195, 2.025399,
      0.6688863, -1.168664, -0.1568437, -0.9180457, 2.605212, -1.593265, 0.98979,
      0.01580698, 0.4365025, 1.70158, -3.126756, 0.3794898, -0.9738259, 1.51162,
      1.183319, 1.78529, -2.180121, 2.644923, 0.7142706, 1.596689, -0.04979899,
      -1.145537, 2.004128, -0.4103615, 0.6109707, 2.594508, -0.1496966, 
      -0.04674715, 0.8188964, 1.336248, 2.439359, -0.3677339, 2.413043, 
      0.4204059, 2.313515, 0.5516722, 1.182627, 2.005792, 0.6471613, 1.191033,
      -0.7593308, 1.312155, -0.01918644, 2.773911, -0.7054297, 2.077788, 
      3.032506, 1.555499, 0.5449735, -1.605809, 0.6228236, 0.4814637, -1.703889,
      -1.062384, -0.928541, -1.340148, 0.8033869, 0.8372255, 0.523864, -1.727313,
      -2.037824, 2.480378, 1.277025, 0.06959089, 0.7103159, 0.0544758, 
      0.04918631, 1.200866, -0.1781491, 1.393799, 0.4857543, 2.062313, 
      0.4625032, 0.8548801, 2.290427, -0.6700734, 1.015888, 0.406015, 
      -0.1304835, 1.654307, 0.8550958, 0.8739146, 0.8685721, 0.5063582,
      0.5741245, 1.059833, 1.467772, 1.625952, 0.8276773, 3.897082, 1.25006,
      1.953879, 2.316474, 1.871225, 1.033222, -1.669686, -0.4284651, 1.650718,
      0.2943459, 0.3820478, -0.02761709, 0.7161967, 2.162615, -1.49055, 1.835309,
      0.4648584, -0.3689162, 1.28846, -2.474529, -0.2868397, 0.9725849, 1.351514,
      0.8235514, 1.115832, 0.7304918, 0.7038161, -0.04599639, -0.1842319,
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      -0.4479058, 1.388329, -0.06226135, 0.866314, -0.3548175, 0.3684719, 3.09362,
      1.217263, 0.8063339, -0.1454105, -2.064785, 0.6777007, 0.7040506, 2.354807,
      -1.757202, 0.1417371, 0.8313071, -0.08294621, 1.461676, -0.7696986, 
      0.9176681, 0.4585622, -0.183079, -0.6166589, -0.2914721, 1.208298, 
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      0.9568742, -1.529689, -1.674259, -0.3343894, 1.8089, 1.445891, -1.229222,
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      2.370952, -0.3569825, 1.635673, 0.5236256, 2.627279, 0.449129, -0.7842804,
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      0.8003133, 1.927059, -1.62744, -2.810295, -0.9012763, 0.1959343, 0.1912168,
      0.2099924, 0.4692265, 1.599251, 0.1018631, 0.2383751, -2.480882, 1.411594,
      -3.085389, 1.352404, 2.24788, 3.068772, 0.4020698, 2.813595, -1.460714,
      -0.5061603, 1.812019, 3.225705, 1.470923,
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      -1.569037, -0.5811946, -0.5284372,
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      -1.079295, -0.1175151, 1.119606, 2.646193, 1.150491, 0.1853689, 
      1.98902, 0.799424, 1.538916, 1.178183, 0.6577383, 1.175756, -1.728385,
      1.996503, 1.06901, -0.1754592, 0.3988977, 1.51455, 3.310073, -0.08595954,
      -1.317394, -0.4080714, 0.4559075,
      -3.0631, -0.08753106, -1.545354, 2.032355, 1.775365, -2.556603, 
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      1.873578, -0.7765205, -0.3791675, 0.6822012, 0.3912565, 1.841402, 
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      -0.9669123, 1.957959, 1.919071, 1.93756, 2.707397, -0.9161889, 
      0.9598898, 4.295957, 1.211699, -1.564695, 2.043878, -1.518748, 1.703412,
      -1.963833, -2.188571, -2.581456, 3.29993, 2.085054, -2.430913, 0.593098,
      1.179482, 1.515169, -1.377529, 0.06186947, -0.2119809, -1.20841, -0.05268589,
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      -1.242911, -0.9954123, 1.949604, -0.6246139, -2.056978, 1.190597, -0.5249918,
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      -0.2042441, -0.2449599, 0.8080922, -2.864996, 1.513828, 1.492188, 
      0.7552077, 0.1392787, -1.013541, -0.7631178, 0.7518061, 1.016008, 
      2.354008, 1.684694, -0.06316109, 1.92555, 2.981978, -1.2718, -0.1326985,
      1.590285, 1.08895, 0.3074903, 1.238415, 1.578384, 0.3906198, -1.016455,
      -0.1633113
    ),
    y = c(
      -1.297072, 0.9117613, 1.279106, -1.437861, 2.719283, 1.641577, 0.1372039,
      -0.6868724, 1.763126, 3.530604, -1.776288, -3.704411, -2.15922, 2.390482,
      0.9078989, 1.457612, -2.5354, -0.7839378, 0.2931226, -2.514011, 0.8324345,
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      0.1815485, -1.0391, -0.03237067, 3.905505,
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      1.434472, 0.4557704, 0.8270838, 1.979468, -2.519408, 3.833076, -0.2701323,
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      3.074581, 0.6738994, 0.9269587, -0.6726298, 1.106851, 0.6548576, 0.6021877,
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    ),
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    )
  ),
  class = "data.frame", row.names = c(NA, -1000L)
)


#### ratio.all ####
message("load ratio.all")
ratio.all <- structure(list(
  g1 = c(
    -0.00855060462516681, 0.0875322740300148,
    0.135667161280393, 0.0675975772297497, -0.0630263399371546,
    0.645198684809995, 0.645962479273306, 4.02797915540405, 0.3015
  ),
  g2 = c(
    0.256555129434397,
    0.132507603823373, 0.493832589516168, 0.101532062423273, 0.519518425638448,
    0.268324947839505, 0.288803238447459, 23.6566409119085, 0.101
  ),
  g3 = c(
    0.27784327303136, 0.131612923350767, 0.347578603049143,
    0.101476089250621, 0.799368173397245, 0.378656574933523, 0.444798266157455,
    11.7321774560372, 0.103
  ),
  g4 = c(
    0.171885629396363, 0.126538070268258,
    0.0678804291494841, 0.0979836040168433, 2.5321824206185, 1.86413185440533,
    4.10305056109213, 0.479934908102205, 0.1115
  )
), class = "data.frame", row.names = c(
  "by",
  "byse", "bx", "bxse", "beta.ratio", "se.ratio.first", "se.ratio.second",
  "fstat", "MAF"
))

#### diabetes_data ####
message("load diabetes_data")
diabetes_data <- structure(list(
  X = 1:38, 
  SNP = c(
    "rs10184004", "rs10487796", "rs10748582", "rs10830963", "rs10965247",
    "rs11671304", "rs11720108", "rs1215470", "rs1260326", "rs12910361",
    "rs1317548", "rs1421085", "rs1496653", "rs1515110", "rs1800961",
    "rs1801212", "rs2206277", "rs231361", "rs340882", "rs34872471",
    "rs3802177", "rs3887925", "rs4239217", "rs464605", "rs4688760", "rs5213",
    "rs697239", "rs7183842", "rs7258722", "rs72802365", "rs75199135",
    "rs7646519", "rs7766070", "rs849142", "rs9267659", "rs9273363",
    "rs9379084", "rs9667947" 
  ), 
  beta.exposure = c(
    -0.00340017, -0.00364702, -0.00471516, 0.00441241, 
    -0.00718076, 0.00319588, -0.00373061, -0.00439561, 0.00381735, 
    0.00317776, 0.00371348, 0.00519347, -0.00404417, 0.00355524, 
    0.00902729, 0.00497091, 0.00377017, 0.00352503, 0.00322908, 0.015002, 
    -0.00507762, 0.00306657, -0.00432418, 0.00334759, 0.00323006, 
    -0.00361201, -0.00360684, -0.00332443, -0.00293831, -0.00649326, 
    0.00311012, 0.00601842, 0.00623272, -0.00409952, 0.00493063, 
    0.00839501, -0.00605019, -0.00473778
  ), 
  beta.outcome = c(
    -0.0121, -0.0237, -0.0029, 0.0105, -0.0246, -0.0094, -0.0313, 0.0191, 
    0.012, 0.021, 0.0049, -0.0094, -0.0144, -0.006, -0.0368, 0.0209, 
    0.0035, 0.0037, -0.0173, -0.0028, 0.0069, 0.004, -0.0185, 0.0233, 
    -0.0202, -0.0667, 0.0036, 0.019, -0.0272, 0.0531, 0.0084, 0.0285, 
    -0.0146, -5e-04, 0.0185, -0.0322, 0.0242, -0.0318
  ), 
  se.exposure = c(
    0.000530106, 0.000523323, 0.000536941, 0.000582103, 0.000682275, 0.000558102, 
    0.000601993, 0.000575354, 0.000532551, 0.000575436, 0.000651396, 
    0.000530962, 0.0006452, 0.000541878, 0.00149065, 0.000578707, 
    0.00068194, 0.000601712, 0.000539394, 0.000572849, 0.000562996, 
    0.000524092, 0.000534239, 0.00059726, 0.000564126, 0.000547748, 
    0.000522317, 0.000582474, 0.000532197, 0.00097088, 0.000566935, 
    0.000560668, 0.000589995, 0.000520331, 0.000629621, 0.000566459, 
    0.000840322, 0.000710268
  ), 
  se.outcome = c(
    0.0165, 0.0165, 0.0164, 
    0.0201, 0.0223, 0.0184, 0.0209, 0.0181, 0.0162, 0.018, 0.0198, 
    0.0165, 0.0198, 0.0168, 0.044, 0.0174, 0.0214, 0.0189, 0.0166, 
    0.0172, 0.0172, 0.016, 0.0176, 0.0188, 0.0174, 0.0164, 0.0162, 
    0.0176, 0.0173, 0.029, 0.017, 0.0169, 0.0187, 0.0161, 0.0216, 
    0.0199, 0.0279, 0.022
  )
), class = "data.frame", row.names = c(NA, -38L))