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

統計學旨在訓練同學如何利用客觀的數據來從事科學論證與研究,從蒐集資料、整理分析至計算數據、判讀數據等均有一套嚴謹的依據與過程,為從事科學研究必備的基礎訓練課程。課程含有敘述統計(descriptive statistics)與推論統計(inferential statistics)兩部分,並針對某些分配模形進行推論統計的探討。敘述統計主要為資料的圖表分析,並透過分配的概念對資料作一些計量的描述;推論統計則以機率分配為基礎,探討在抽樣後,如何應用樣本資訊對特定的研究問題進行估計或檢定。進而介紹變異數分析、簡單迴歸、複迴歸、時間數列、卡方配適度檢定等特殊分配模形下的推論統計。
This course introduces both descriptive statistics and inferential statistics. The content includes probability distributions, sampling distributions, estimation, hypothesis testing, analysis of variance, simple linear regression, time series and test of goodness and independence.

課程學習目標 Course Objectives

  • Understanding Concepts of Probability
  • Understanding Concepts of Statistics
  • Learning Essential Statistical Tools
  • 課程進度 Course Outline

    週次 Week進度說明 Progress Description
    1Introduction
    2Describing Data with Graphs
    3Describing Dat with Numcerical Measures
    4Probability I
    5Probability II
    6First Mideterm Examine
    7Discrite Distributions I
    8Discrite Distributions II
    9Continuous Distributions
    10Sampleing Distributions
    11Review of Distributions
    12Second Midterm Examine
    13Estimation
    14Hypothesis Testing
    15Testing for Means
    16Testing for Means
    17Testing for Variances
    18Final Examine
     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