Early and Accurate Recession Detection Using Classifiers on the Anticipation-Precision Frontier

This paper develops a method for detecting US recessions in real time using unemployment and vacancy data. The method combines recession classifiers on the anticipation-precision frontier. Backtesting confirms that recessions are detected early and accurately.

May 2025 · Pascal Michaillat

Has the Recession Started?

This paper develops the Michez rule, a fast and robust method to detect US recessions using data on unemployment and job vacancies. In December 2024, the rule gives a recession probability of 27%; this recession risk was first detected in March 2024.

May 2025 · Pascal Michaillat, Emmanuel Saez

u* = √uv: The Full-Employment Rate of Unemployment in the United States

This paper finds that in the United States the full-employment rate of unemployment (FERU) is the geometric average of the unemployment and vacancy rates. Between 1930 and 2024, the FERU averages 4.1% and is very stable.

October 2024 · Pascal Michaillat, Emmanuel Saez