課程資訊
課程名稱
心理學數理方法
Mathematical Methods in Psychology 
開課學期
101-1 
授課對象
理學院  心理學研究所  
授課教師
徐永豐 
課號
Psy5028 
課程識別碼
227 U0920 
班次
 
學分
全/半年
半年 
必/選修
選修 
上課時間
星期五2,3,4(9:10~12:10) 
上課地點
南館S217 
備註
限心理系大二(含)以上,外系(校)生需授課教師同意。
總人數上限:20人 
Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1011MathMethodsPsych 
課程簡介影片
 
核心能力關聯
核心能力與課程規劃關聯圖
課程大綱
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課程概述

This course is designed for students who are interested in data analysis and modeling in psychology. We will emphasize the basic concepts of probability and statistics. Topics include sample space, conditional probability, Bayes Theorem, the maximum likelihood principle, random variables, expectation and moment, Central Limit Theorem, Law of large numbers, covariance and correlation, ANOVA, and some well-known distributions (such as binomial, multinomial, geometric, Poisson, uniform, exponential, Gaussian, chi-square, t, and F). We will also introduce the concepts of modeling and demonstrate with some examples. Each week there will be a small session on the introduction and practice of the R software to help students understand the aforementioned concepts.  

課程目標
The goal is to introduce some mathematical modeling approaches in psychology. Also, general concepts of probability, random variables, likelihood, and goodness of fit will be introduced. 
課程要求
Students are expected to participate actively in classroom discussion, read the course material thoroughly and critically, and give presentations. 
預期每週課後學習時數
 
Office Hours
另約時間 
參考書目
 
指定閱讀
There is no required textbook. All required readings are from journal papers and book chapters that will be distributed in class. 
評量方式
(僅供參考)
 
No.
項目
百分比
說明
1. 
Midterm 
20% 
 
2. 
Homework 
30% 
 
3. 
Class presentation and participation 
20% 
 
4. 
Quiz 
30% 
 
 
課程進度
週次
日期
單元主題
無資料