14.30 2004秋季课程：经济学中的统计方法导论(Introduction to Statistical Method in Economics, Fall 2004)
|
图中显示统计和概率的区别。（图片由麻省理工开放式课程提供，源于Gilbert, Norma的《统计学》W.B.Saunders.Co.,1976.）
Diagram showing the difference between statistics and probability. (Image by MIT OCW. Based on Gilbert, Norma. Statistics. W. B. Saunders Co., 1976.)
Diagram showing the difference between statistics and probability. (Image by MIT OCW. Based on Gilbert, Norma. Statistics. W. B. Saunders Co., 1976.)
课程重点
课程描述
这是一门独立的统计学导读课程，适用于经济学，要点包括概率论，抽样理论，统计估计，回归分析和假设检验。课程使用基本的计量经济学和其他统计应用工具去分析经济数据，同时为经济学家和其他社会科学家提供概率论和统计学的坚实基础。我们会强调进一步学习计量经济学所需内容，并为 14.32课程做好基本准备。本课程无需概率论和统计学的基础，但假定你熟悉初等代数和微积分。
This course is a self-contained introduction to statistics with economic applications. Elements of probability theory, sampling theory, statistical estimation, regression analysis, and hypothesis testing. It uses elementary econometrics and other applications of statistical tools to economic data. It also provides a solid foundation in probability and statistics for economists and other social scientists. We will emphasize topics needed in the further study of econometrics and provide basic preparation for 14.32. No prior preparation in probability and statistics is required, but familiarity with basic algebra and calculus is assumed.
This course is a self-contained introduction to statistics with economic applications. Elements of probability theory, sampling theory, statistical estimation, regression analysis, and hypothesis testing. It uses elementary econometrics and other applications of statistical tools to economic data. It also provides a solid foundation in probability and statistics for economists and other social scientists. We will emphasize topics needed in the further study of econometrics and provide basic preparation for 14.32. No prior preparation in probability and statistics is required, but familiarity with basic algebra and calculus is assumed.
