## 基本素養 Basic Literacy

Spirit of Humanism

Civic Concern

Social Concern

Global Vision

## 核心能力 Competence

Professional and Interdisciplinary Abilities

Critical Thinking Abilities

Language Proficiency and Communication Abilities

## 課程概述 Course Description

This course is an introduction to statistics designed for students in political science. Emphasis will be placed on statistical reasoning and data analysis. Students will be expected to use R to solve statistical problems. Upon successful course completion, a student will be able to apply statistical techniques in research of their interest, and use descriptive statistics to summarize data accurately and inferential statistics to make valid judgments.

## 課程學習目標 Course Objectives

• 使政治系的同學對於統計原理有所瞭解，並產生使用量化方法探索社會現象的興趣。
• 帶領同學理解統計的基本概念，並透過操作軟體、實際運用統計分析。
• 希望同學在課程結束後能夠具備描述與呈現資料，並進而根據資料特質歸納分析的能力。
• ## 課程進度 Progress Description

進度說明 Progress Description
1Introduction
2Measures of Central Tendency and Spread
3Graphics
4Probability and Probability Distribution
5Normal Distribution
6Foundations for Inference
7Estimating Unknown Parameters: Means and Percentages
8Estimating Unknown Parameters: Errors
9Hypothesis Testing
10Inference for Numerical Data: One-sample
11Inference for Numerical Data: Two-sample Tests
12Midterm Exam
13Inference for Numerical Data: More than Two Samples
14Linear Regressions
15Inference for Linear Regressions
16More on Linear Regressions
17Inference for Categorical Data
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.

## 課程是否與永續發展目標相關調查 Survey of the conntent relevant to SDGs

本課程與SDGs相關項目如下：
This course is relevant to these items of SDGs as following:
• 健康與福祉 (Good health and Well Being)
• 就業與經濟成長 (Decent work and Economic growth)
• 減少不平衡 (Reduced Inequalities)

## 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