高等教育統計學
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老師: 楊志宏
基本資訊
課程代碼
M0A004A
課程名稱
高等教育統計學
學分
3
學期
1112
單位
幼兒保育 (662202)
班級
日間部碩士班幼保一A
修課人數
13 人
老師
課程說明
課程簡介

This course is an introductory graduate course in using quantitative methods for inquiry in Behavioral and Social Sciences. The emphasis will be upon understanding fundamental concepts and procedures of descriptive and inferential statistics, and applying and interpreting tests of statistical inference. Students will develop competence in reading and understanding statistics topics from texts, theses, journals, or technical reports.  

Content will include but not be limited to: data and data files, data screening, scaling, visual representations of data, descriptive statistics, correlation and simple regression, sampling distributions, and the assumptions associated with and the application of selected inferential statistical procedures (including t-tests, chi-square, and one-way ANOVA). 

This course further includes an introduction to the use and interpretation of SPSS which will be employed to assist in the analysis of data for the course. Students should have access to a computer, SPSS software, and the Internet. This access is available at Cloud Software Bank (雲端軟體銀行) on Portal CSU.

課程大綱

Week 1  

 Feb. 18   

Introduction and Overview of the course and Requirements 

Week 2 

 Feb. 25

 Introduction to Statistics and basic concepts 

Week 3 

 Mar. 4 

Organizing and Graphing Data 

Week 4 

 Mar. 11 

Descriptive Statistics 

Week 5 

 Mar. 18 

The Normal Distribution 

Week 6 

 Mar. 25 

Z Score

Week 7 

 Apr. 1

Probability

Week 8 

 Apr. 8 

Inferential Statistics: Sampling Distributions 

Week 9 

 Apr. 15 

Exam 

Week 10   

 Apr. 22 

Estimation 

Week 11 

 Apr. 29 

Hypothesis Testing 

Week 12 

 May 6 

Comparison of groups 

Week 13 

 May 13 

Chi-square Analysis 

Week 14 

 May 20 

Correlation and Linear Regression 

Week 15 

 May 27 

Item Analysis 

Week 16 

 Jun. 3 

Factor Analysis and Reliability Analysis 

Week 17 

 Jun. 10 

Consultation on term assignment

Week 18 

 Jun. 17 

Course Review 

教科書
1.黃財尉(2022)。心理與教育統計學:學理與應用的賦格曲。臺北市:雙葉書廊有限公司。8c33f253c5ce9a8c1f6bf3c7e4d8d76d.jpeg
 
2.吳明隆、凃金堂(2019)。SPSS與統計應用分析(二版)。臺北市:五南。 
a359cfa0cf96ce4c45648ae9dfa9a32a.jpeg3.Agresti, A. (2018). Statistical Methods for the Social Sciences (fifth edition). Harlow, UK: Pearson.
 
成績說明
1.Participation (20%)
2.Exam (20%)
3.Interpretation of statistical data: analysis and writing-up (20%)
4.Final SPSS assignments (40%)
課表
星期六 / 第二節(22-0404), 第三節(22-0404), 第四節(22-0404)
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