基本素養 Basic Literacy

文化傳承
Culture transition
歷史意識
Historical consciousness
藝術涵養
Artistic literacy
公民素養
Civil literacy
社會關懷
Social concern
經世濟民
Benefit people and the society
國際視野
International Perspective

核心能力 Competence

鞏固系定基礎知識
Consolidate fundamental knowledge in economics
獲得跨領域的多樣化知識
Acquire diversified knowledge from interdisciplinary fields
熟悉經濟分析工具
Be familiar with tools for economic analysis
擴展經濟應用
Expand economic applications
語文與溝通能力
Language proficiency and communication ability
創新與領導能力
Innovative and Leadership Abilities

課程概述 Course Description

基本統計學包含敘述統計與推論統計,敘述統計是將資料組織及彙整, 並加以綜合描述的方法,推論統計是利用各種測度來解釋樣本資料,並推論母體的特性,由於推論統計是近代統計學的核心,因此本課程除了介紹敘述統計的方法之外,將著重於推論統計,特別是其推論方法的機率觀念,為了能夠更清楚地掌握統計觀念,我們將利用數學推導來說明(或證明)重要結果。
Basic theory of mathematical statistics, such as asymptotic theory and statistical inference, would be covered in this course.

課程學習目標 Course Objectives

  • To learn concepts
  • To learn methodology
  • To learn mathematical theory
  • To learn applications of statistics
  • 課程進度 Course Outline

    週次 Week進度說明 Progress Description
    1Introduction
    2Probability
    3Random variables and special distributions
    4Multivariate distributions
    5Some special distributions
    6Midterm I
    7Methods of estimation
    8Methods of estimation
    9Hypothesis testing
    10Hypothesis testing
    11Hypothesis testing
    12Midterm II
    13Consistency and limiting distribution
    14Consistency and limiting distributions
    15Maximum likelihood Methods
    16Maximum likelihood Methods
    17Sufficiency
    18Final exam
     以上每週進度教師可依上課情況做適度調整。The schedule may be subject to change.

    有關課程其他調查 Other Surveys of Courses

    1.本課程是否規劃業界教師參與教學或演講? 否
    Is there any industry specialist invited in this course? How many times? No
    2.本課程是否規劃內含校外實習 (並非參訪)? 否
    Is there any in (out of) school practicum involved in this course? How many hours? No