Theoretical econometrics is a subfield of econometrics focused on the development, analysis, and evaluation of statistical methods for the quantitative analysis of economic data. It investigates the mathematical and statistical properties of estimators and tests, providing the theoretical foundation for empirical economic research by establishing their validity, efficiency, and robustness under various assumptions.