Lectures Probability & Statistics Graduate-Level Economics
暫譯: 研究生級經濟學的機率與統計講義

Antonio Jimenez-Martinez

商品描述

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.


商品描述(中文翻譯)

擁有嚴謹的機率與統計方法的扎實知識對於追求經濟學研究生學位至關重要。這些工具在現代經濟學的研究中是必需的,例如經濟理論、實證經濟學、實驗經濟學或經濟數據科學等領域。

這些筆記提供了一個直觀的路線圖,以幫助經濟學家導航研究生層級的數學機率與統計課程。每一章節都提出了該主題上常見的問題,並闡述了解決這些問題所使用的最先進理論框架。這本書提供了多樣的已解題範例,以幫助讀者理解抽象概念,並且還包含未解的練習題,以激發讀者在這些概念上的訓練。這本書以相當簡潔的方式呈現機率與統計的理論面,並強調激勵性範例和觀察的重要性。