基本素養 Basic Literacy

人文素養
Quality of humanism
公民素養
Citizenship
社會關懷
Society caring
國際視野
Global vision

核心能力 Competence

邏輯推理及批判思考的能力
Logical reasoning and critical thinking ability.
倫理與道德思辨
Distinguish ethics and morality.
語文與表達能力
Language and presentation ability.
溝通與合作能力
Communication and cooperation.
創新與領導能力
Creativity and leadership.
專業實踐與跨域能力
Professional practice and cross-disciplinary ability.

課程概述 Course Description

課程學習目標: 學習使用統計方法來分析資料。本學期將介紹基本統計名詞,描述統計,機率的基本概念,常態分配,t分配,二項式分配,卡方分配,假設檢定,統計檢定力,列聯表分析,平均數差異檢定,相關與迴歸等。並且學習使用R統計程式語言來針對資料進行分析。
課程學習目標: 學習使用統計方法來分析資料。本學期將介紹基本統計名詞,描述統計,機率的基本概念,常態分配,t分配,二項式分配,卡方分配,假設檢定,統計檢定力,列聯表分析,平均數差異檢定,相關與迴歸等。並且學習使用R統計程式語言來針對資料進行分析。

課程學習目標 Course Objectives

  • 描述資料之能力
  • 瞭解各類基礎統計分析方法與適用情境
  • 能應用R軟體進行實作分析
  • 課程進度 Progress Description

    進度說明 Progress Description
    1Course Overview
    2Understanding Data I
    3Understanding Data II
    4Holiday (國定假日)Correlation Analysis
    5Data Visualization
    6Correlation Analysis
    7Linear Regression Analysis
    8Midterm(期中考)
    9Gathering Data I
    10Gathering Data II
    11Sampling Distribution and Confidence Intervals
    12Inference for Proportion I
    13Inference for Proportion II
    14Inference for Mean I
    15Inference for Mean II
    16Inference for Frequency
    17A Guideline for Reporting Results of Statistical Analysis
    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