Duo Qin

Rescuing Econometrics

From the Probability Approach to Probably Approximately Correct Learning

• Broschiertes Buch

Produktbeschreibung

Haavelmoâ s The Probability Approach in Econometrics is acclaimed as the manifesto of econometrics. This book challenges Haavelmoâ 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.

Produktdetails

• Routledge INEM Advances in Economic Methodology
• Verlag: Taylor & Francis Ltd
• Seitenzahl: 100
• Erscheinungstermin: 27. Mai 2025
• Englisch
• Abmessung: 233mm x 157mm x 11mm
• Gewicht: 182g
• ISBN-13: 9781032586076
• ISBN-10: 1032586079
• Artikelnr.: 73875051

Autorenporträt

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

Inhaltsangabe

1. Abstract Modelling of Reality 2. Learnability of Economic Relations 3.
Basic Functions of Probability in Econometrics 4. Roles of Hypothesis
Testing and Economic Model Formulation 5. Problems and Potentials of
Estimation 6. Cognitive Problems of Prediction

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1. Abstract Modelling of Reality 2. Learnability of Economic Relations 3. Basic Functions of Probability in Econometrics 4. Roles of Hypothesis Testing and Economic Model Formulation 5. Problems and Potentials of Estimation 6. Cognitive Problems of Prediction