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题名/责任者:

Lectures on probability and statistics for graduate-level economics / Antonio Jimenez-Martinez, Centro de Investigacion y Docencia Economicas, Mexico.

出版发行项:

Singapore : World Scientific, [2025]

ISBN:

9789811292576

ISBN:

9789811292828

ISBN:

9789811292583

ISBN:

9811292582

载体形态项:

xvi, 278 pages ; 24 cm.

丛编说明:

World scientific lecture notes in economics and policy, 2630-4872 ; vol. 22

丛编统一题名:

World scientific lecture notes in economics and policy ; vol. 22.

个人责任者:

Jimenez Martinez, Antonio, author.

论题主题:

Economics-Statistical methods.

论题主题:

Economics, Mathematical.

论题主题:

Game theory.

论题主题:

Econometrics.

中图法分类号:

O21

书目附注:

Includes bibliographical references and index.

内容附注:

Probability models -- Random variables and their distributions -- Moments of distributions -- Moment-generating and characteristic functions -- Particular distributions -- Combinatorics -- Convergence of distributions -- Point estimation -- Hypothesis testing -- Interval estimation.

摘要附注:

"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"--

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