14.30 2004秋季課程：經濟學中的統計方法導論(Introduction to Statistical Method in Economics, Fall 2004)
|
審定：無 |
圖中顯示統計和機率的區別。（圖片由麻省理工開放式課程提供，源於Gilbert, Norma的《統計學》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.)
課程重點
課程描述
這是一門獨立的統計學導讀課程，適用於經濟學，要點包括機率論，抽樣理論，統計估計，回歸分析和假設檢驗。課程使用基本的計量經濟學和其他統計應用工具去分析經濟數據，同時?經濟學家和其他社會科學家提供機率論和統計學的堅實基礎。我們會?調進一步學習計量經濟學所需內容，並?14.32課程做好基本準備。本課程無需機率論和統計學的基礎，但假定你熟悉初等代數和微積分。
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.
