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[ 統計方法 ]

  1. 組織名稱

    NCKU-MOOCS
  2. 課程開始

    2017 九月 18
  3. 課程結束

    2018 一月 29

簡介

課程概述

簡介

課程概述

This course is an introductory course in statistics with an emphasis on the applications of basic statistical methods in design studies and behavioral science. Descriptive statistics and intermediate inferential methods will be discussed.
This course is an introductory course in statistics with an emphasis on the applications of basic statistical methods in design studies and behavioral science. Descriptive statistics and intermediate inferential methods will be discussed.

課程學習目標

  • Understand the basics of descriptive and inferential statistics
  • Identify statistical techniques to the analysis of design data
  • Identify statistical techniques to the analysis of design data

每週課程進度

  • 第一週: Course Overview
  • 第二週 : Descriptive Statistics (1): Measurement and data summaries
  • 第三週 : Descriptive statistics (2): Describing data with averages and variability
  • 第四週 : Normal distribution & Standard scores
  • 第五週 : Describing relationships: Correlation  
  • 第六週 : Regression
  • 第七週 : Populations and samples/Sampling distribution of the mean
  • 第八週 : Midterm exam
  • 第九週 : Hypothesis testing
  • 第十週 More about hypothesis testing
  • 第十一週 : Estimation (confidence intervals)/Simple t test
  • 第十二週 : Independent t test/Paired t test
  • 第十三週 : ANOVA (One Factor)
  • 第十四週 : ANOVA (Repeated Measures)   
  • 第十五週 : Chi-Squared tests
  • 第十六週 : Tests for ranked data
  • 第十七週 : Tests for ranked data
  • 第十八週 : Final 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.

課程評量方式

其他 others:Assign., quiz, exam (佔100%)

教學方法

  1. 講授 Lecture (佔100%)

 

授課教授

石豐宇、林彥呈

  • 註冊