ts_delta(divide(fn_def_tax_assets_liab_net_q, add(fn_def_tax_assets_liab_net_q, fn_def_tax_liab_a)), 8) ts_rank(ts_delta(fn_liab_fair_val_a, 4), 20) group_zscore(ts_sum(fn_comp_not_rec_stock_options_a, 12), pv13_h_min2_focused_sector) ts_mean(ts_delta(fn_treasury_stock_shares_a, 4), 8) ts_corr(ts_delay(fn_def_tax_liab_a, 4), ts_delta(fn_def_tax_assets_liab_net_q, 4), 12) ts_scale(ts_delta(fn_comp_not_rec_stock_options_q, 8), 16) group_neutralize(ts_zscore(fn_liab_fair_val_a, 20), pv13_h_min52_1k_sector) ts_regression(fn_def_tax_assets_liab_net_q, ts_delay(fn_def_tax_liab_a, 4), 12, 0, 0) ts_av_diff(ts_delay(fn_comp_not_rec_stock_options_a, 2), 8) ts_quantile(ts_delta(fn_treasury_stock_shares_a, 4), 12, "uniform") ts_std_dev(ts_delta(fn_def_tax_assets_liab_net_q, 4), 8) group_rank(ts_sum(fn_liab_fair_val_a, 4), pv13_h_min24_500_sector) ts_decay_linear(ts_delta(fn_def_tax_liab_a, 4), 12, false) ts_product(ts_arg_max(fn_comp_not_rec_stock_options_q, 12), 4) ts_count_nans(ts_delta(fn_treasury_stock_shares_a, 4), 8) ts_covariance(fn_def_tax_assets_liab_net_q, fn_def_tax_liab_a, 12) ts_step(1) ts_backfill(ts_delta(fn_liab_fair_val_a, 4), 8, 1, "NAN") ts_rank(ts_mean(ts_delta(fn_comp_not_rec_stock_options_a, 4), 4), 20) group_scale(ts_delta(fn_def_tax_assets_liab_net_q, 8), pv13_h_min22_1000_sector)