mata: // Call gtools plugin `Factor' __factor_gtools( `Varlist' vars, `String' touse, `Boolean' verbose, `Boolean' sort_levels, `Boolean' count_levels, `Boolean' save_keys) { `Factor' F `Integer' num_vars, num_levels, num_obs `String' levels_var, tag_var, counts_var, cmd, if_cmd, counts_cmd `Vector' levels, counts, idx `Matrix' keys // Options if (verbose == .) verbose = 0 if (sort_levels == .) sort_levels = 1 if (count_levels == .) count_levels = 1 if (save_keys == .) save_keys = 1 assert_msg(count_levels == 0 | count_levels == 1, "count_levels") assert_msg(save_keys == 0 | save_keys == 1, "save_keys") // Load data, based on output from -gegen group- levels_var = st_tempname() counts_var = st_tempname() // Run gegen group() from Stata if_cmd = touse == "" ? "" : " if " + touse counts_cmd = count_levels ? sprintf("counts(%s) fill(data)", counts_var) : "" cmd = "gegen long %s = group(%s)%s, missing %s" cmd = sprintf(cmd, levels_var, invtokens(vars), if_cmd, counts_cmd) if (verbose) printf(cmd + "\n") stata(cmd) num_levels = st_numscalar("r(J)") num_obs = st_numscalar("r(N)") num_vars = cols(vars) levels = st_data(., levels_var, touse) if (count_levels) { counts = st_data( (1,num_levels) , counts_var, .) } if (save_keys) { idx = J(num_levels, 1, .) idx[levels] = 1::num_obs keys = st_data(idx, vars, touse) } if (count_levels) assert_msg(num_levels == rows(counts), "num_levels") assert_msg(num_obs == rows(levels), "num_obs") assert_msg(num_obs > 0, "no observations") assert_msg(num_vars > 0, "no variables") F = Factor() F.num_levels = num_levels F.num_obs = num_obs if (save_keys) swap(F.keys, keys) swap(F.levels, levels) swap(F.counts, counts) F.method = "gtools" assert_msg(rows(F.levels) == F.num_obs & cols(F.levels) == 1, "levels") if (save_keys==1) assert_msg(rows(F.keys) == F.num_levels, "keys") if (count_levels) assert_msg(rows(F.counts)==F.num_levels & cols(F.counts)==1, "counts") F.is_sorted = 0 return(F) } end