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

  • To introduce the basic statistical concepts and applications.
  • To introduce the basic statistical methods.
  • To introduce the techniques of collecting, analyzing and interpreting of data.
  • 課程進度 Progress Description

    進度說明 Progress Description
    1Hypothesis test of population mean
    2Hypothesis test of population proportion
    3Statistical inference about two population Means
    4Statistical inference about two population Proportions
    5Inference about population variances
    6Comparing multiple proportions
    7Test of independence
    8Test of goodness of fit
    9Midterm
    10Experimental design
    11Analysis of variance
    12Factorial experiment
    13Simple linear regression
    14Residual analysis
    15Multiple regression
    16Model building
    17Statistical practice with SPSS
    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.本課程是否規劃含校外實習(並非參訪)? 否
    Are there any internships involved in the course? How many hours? No
    3.本課程是否可歸認為學術倫理課程? 否
    Is this course recognized as an academic ethics course? In the course how many hours are regarding academic ethics topics? No
    4.本課程是否屬進入社區實踐課程? 否
    Is this course recognized as a Community engagement and Service learning course? Which community will be engaged? No

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    108(下)課程綱要--統計學(經濟系).pdf