Nearly 40% of empirical papers in top economics journals use log specifications, and over a third of those face the log-of-zero problem. The most common fix — adding an arbitrary constant — is theoretically unjustified and can produce misleading results. iOLS provides a rigorous alternative that is as easy to implement as OLS.