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Antonio Jimenez-martinez

Lectures On Probability And Statistics For Graduate-level Economics

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Estimation
Game Theory
Graduate Studies in Economics
Information Economics
Language_English
Mathematical Economics
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Probability Theory
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Statistical Inference

Product details

  • ISBN 9789811292828
  • Publication Date: 04 Oct 2024
  • Publisher: World Scientific Publishing Co Pte Ltd
  • Publication City/Country: SG
  • Product Form: Paperback
  • Language: English
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Description
Sound knowledge of rigorous probability and statistics methods is essential to pursue graduate studies in economics. These sorts of tools are largely required to conduct research in modern fields of economics such as economic theory, empirical economics, experimental economics, or data science for economics.These notes provide an intuitive roadmap to navigate graduate-level courses in mathematical probability and statistics for economists. Each chapter presents questions prevalent on each topic and lays out the state-of-the-art theoretical frameworks used to address such questions. The book offers a diverse array of solved examples to help gain intuitions on abstract concepts, as well as unsolved exercises to stimulate the readers' training in such concepts. The book presents the theoretical side of probability and statistics in a rather concise way and stresses the importance of motivating examples and observations.