# What this package reproduces

Generated when the package was published, from its own targets and its own output, so
it cannot claim something the code does not do.

**43 of the 44 numbers this paper prints for these tables are reproduced.**

A further 20 depend on a random draw and are not counted either way.

## Not matching the printed paper (1)

Cells are named as they are in `results.json`. The reason for each follows the table.

| cell | paper | this code |
|---|---|---|
| T2 FE RMSE | 0.11 | 0.104077 |

Two things point the same way here. The printed 0.11 is exactly the value printed in the neighbouring OLS column, and the other four RMSE cells of this table reproduce. The do-file's esttab call carries no stats() option, so it printed only the sample size and the R-squared and RMSE rows had to be transferred by hand. The printed value is left exactly as published.

## Reproduced (43)

| cell | paper | this code |
|---|---|---|
| T1 OLS bias_coef | -2.354 | -2.354433 |
| T1 OLS const | 0.0261 | 0.02613 |
| T1 OLS R2 | 0.29 | 0.286247 |
| T1 OLS RMSE | 0.13 | 0.132277 |
| T1 FE bias_coef | -2.392 | -2.392357 |
| T1 FE const | 0.0288 | 0.028791 |
| T1 FE R2 | 0.29 | 0.286247 |
| T1 FE RMSE | 0.12 | 0.11753 |
| T1 Study bias_coef | -2.773 | -2.772799 |
| T1 Study const | 0.0428 | 0.042773 |
| T1 Study R2 | 0.4 | 0.397172 |
| T1 Study RMSE | 0.12 | 0.118584 |
| T1 Precision bias_coef | -2.321 | -2.321487 |
| T1 Precision const | 0.0238 | 0.023819 |
| T1 Precision R2 | 0.3 | 0.298983 |
| T1 Precision RMSE | 0.1 | 0.100374 |
| T1 IV bias_coef | -2.081 | -2.080753 |
| T1 IV const | 0.00693 | 0.006929 |
| T1 IV R2 | 0.28 | 0.282379 |
| T1 IV RMSE | 0.13 | 0.131879 |
| T1 N | 176 | 176 |
| T1 studies | 9 | 9 |
| T2 OLS bias_coef | -2.705 | -2.705349 |
| T2 OLS const | 0.049 | 0.049023 |
| T2 OLS R2 | 0.41 | 0.408174 |
| T2 OLS RMSE | 0.11 | 0.105213 |
| T2 FE bias_coef | -2.438 | -2.438078 |
| T2 FE const | 0.0321 | 0.032141 |
| T2 FE R2 | 0.41 | 0.408174 |
| T2 Study bias_coef | -2.517 | -2.517021 |
| T2 Study const | 0.0334 | 0.033381 |
| T2 Study R2 | 0.37 | 0.37185 |
| T2 Study RMSE | 0.11 | 0.106435 |
| T2 Precision bias_coef | -2.455 | -2.45509 |
| T2 Precision const | 0.0332 | 0.033216 |
| T2 Precision R2 | 0.34 | 0.336203 |
| T2 Precision RMSE | 0.08 | 0.083987 |
| T2 IV bias_coef | -2.4 | -2.400247 |
| T2 IV const | 0.0298 | 0.029752 |
| T2 IV R2 | 0.4 | 0.402982 |
| T2 IV RMSE | 0.1 | 0.104947 |
| T2 N | 146 | 146 |
| T2 studies | 4 | 4 |