Rescuing Econometrics From Probability Approach to Probably Approximately Correct Learning

Haavelmo's The Probability Approach in Econometrics is acclaimed as the manifesto of econometrics. This book challenges Haavelmo's probability approach, shows how its use is delivering defective and inefficient results, and argues for a paradigm shift in econometrics towards a full embrace of machine learning.

Info autore

Duo Qin is Emeritus Professor of Economics at SOAS, University of London.

Dettagli sul prodotto

• Autori: Qin Duo, Duo Qin
• Editore: Taylor & Francis Ltd.
• Contenuto: Libro
• Forma del prodotto: Tascabile
• Data pubblicazione: 27.05.2025
• Categoria: Scienze umane, arte, musica > Filosofia > Tematiche generali, enciclopedie; Saggistica > Filosofia, religione > Altro; Scienze sociali, diritto, economia > Economia > Altro
• EAN: 9781032586076
• ISBN: 978-1-0-3258607-6
• Numero di pagine: 100
• Serie: Routledge INEM Advances in Economic Methodology
• Categorie: BUSINESS & ECONOMICS / Econometrics, macroeconomics, Social & political philosophy, Economic theory & philosophy, social and political philosophy, Microeconomics, Econometrics, Economic theory and philosophy, Econometrics and economic statistics, philosophy of economics, Econometrics;Machine learning;Probability;Research, economic modelling methods, machine learning in economic research, statistical inference economics, hypothesis testing models, PAC learning theory