統計學

Statistics and Statistical Computing Language

學期

113-2

學分

4 學分

當期課號

310100

永久課號

HKCT10019

開課單位

傳播與科技學系

授課教師

陶振超

校區

六家

類別

必修

上課時間表

節	週一
5 13:20–14:10	統計學 HK114 4 節連堂
6 14:20–15:10
7 15:30–16:20
8 16:30–17:20

* 根據陽明交大上課時間表所列

概述

The purpose of this course is to offer a solid introduction to and integration of statistical thinking and statistical computing language R. Data have permeated every section of society. How to make sense of data and translate then into actionable insight is an indispensable ability for future world. Moreover, you will learn R for statistical analysis in step. Real world datasets from media industry will be used to foster your competence.

評分方式

Exam 1 20% Week 7 (Chs. 1-8) Exam 2 20% Week 13 (Chs. 9-14) Exam 3 20% Week 18 (Chs. 16- 20) Exercises 40% Weeks 1-2, 4-6, 8-12, & 14-17 Research Participation 4%

週次計畫

週次	主題
第 1 週	Introduction & Overview
第 2 週	Basic Concepts & Displaying Data
第 3 週	Measures of Central Tendency & Variability
第 4 週	The Normal Distribution & Basic Concepts of Probability
第 5 週	Sampling distribution and Hypothesis testing
第 6 週	Exam 1
第 7 週	Correlation
第 8 週	Spring Break
第 9 週	Regression
第 10 週	Multiple regression
第 11 週	Chi-Square & Nonparametric Statistics
第 12 週	Exam 2
第 13 週	Hypothesis Tests Applied to Means: One Sample
第 14 週	Hypothesis Tests Applied to Means: Two Related/Independent Samples
第 15 週	One-Way Analysis of Variance
第 16 週	Exam 3

教科書

Howell, D. C. (2017). Fundamental for the behavioral sciences (9th ed.). Belmont, CA: Wadsworth. Kabacoff, R. I. (2011). R in action: Data analysis and graphics with R. Shelter Island, NY: Manning.

Office Hours

地點: HK222
時間: Monday, Thursday: 12-13 pm and by appointment
聯絡方式: Office: 31540 E-mail: taoc@mail.nctu.edu.tw