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
1092
單位
幼兒保育 (662202)
班級
日間部碩士班幼保一A
修課人數
9 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. 22 

Introduction and Overview of the course and Requirements 

 

Week 2 

 Mar. 1 

 Holiday 

 

Week 3 

 Mar. 8 

Introduction to Statistics and basic concepts 

 

Week 4 

 Mar. 15 

Organizing and Graphing Data 

 

Week 5 

 Mar. 22 

Descriptive Statistics 

 

Week 6 

 Mar. 29 

The Normal Distribution 

 

Week 7 

 Apr. 5 

Holiday 

 

Week 8 

 Apr. 12 

Inferential Statistics: Sampling, Probability, and Sampling Distributions 

 

Week 9 

 Apr. 19 

Exam 

 

Week 10 

 Apr. 26 

Estimation 

 

Week 11 

 May 3 

Hypothesis Testing 

 

Week 12 

 May 10 

 Comparison of groups 

 

Week 13 

 May 17 

Chi-square Analysis 

 

Week 14 

 May 24 

Correlation and Linear Regression 

 

Week 15 

 May 31 

Item Analysis 

 

Week 16 

 Jun. 7 

Factor Analysis and Reliability Analysis 

 

Week 17 

 Jun. 14 

Holiday 

 

Week 18 

 Jun. 21 

Course Review 

 

教科書
1.吳明隆、凃金堂(2019)。SPSS與統計應用分析(二版)。臺北市:五南。 
2.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 (25%)
4.Final SPSS assignments (35%)
課表
星期一 / A(22-0102), B(22-0102), C(22-0102)
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