| 課程編碼 Course Code | 中文課程名稱 Course Name (Chinese) | 英文課程名稱 Course Name (English) | 總學分數 Credits | 總時數 Hours |
|---|---|---|---|---|
| 4906009 | 教育統計學 | Statistics in Education | 3.0 | 3 |
| 中文概述 Chinese Description | 這是一門旨在介紹基礎統計原理和方法的課程，並包括R語言的教學。本課程的總體目標是建立研究生在單變量統計的知識與技術。本課程著重概念理解應用，不涉及公式推導。主題包括單變量和雙變量分佈的介紹，數據展示，描述統計，標準常態分佈，學生t分佈，用於測試平均值的推斷統計方法，相關性，以及簡單/多元線性回歸。本課程還向學生介紹R數據分析系統。本課程無先修課程的要求。 | |||
| 英文概述 English Description | This is a course designed to provide an introduction to the principles and methods of statistics using R. The overall goal of the course is to provide graduate students with a foundation to quantitative data analysis that will allow them to build future skills. This course provides an applied approach to statistical analysis for research. Topics include introduction to univariate and bivariate distributions, data displays, descriptive statistics, the standard normal distribution, student’s t-distribution, inferential statistical methods for testing means, correlation, and simple/multiple linear regression. This course also introduces the student to the R data analysis system. No formal course prerequisites. | |||
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