統計學

Statistics and Statistical Computing Language

學期

111-1

學分

0 學分

當期課號

310112

永久課號

HKCT10019

開課單位

傳播與科技學系

授課教師

陶振超

類別

必修

上課時間表

節	週四
5 13:20–14:10	統計學 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.

先修科目

教師未提供此項資料

備註

無備註

教學方式

教師未提供此項資料

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%

課程大綱

教師未提供此項資料

週次計畫

週次	主題
第 1 週	Introduction & Overview Basic Concepts 0923
第 2 週	Describing & Exploring Data 0930
第 3 週	Mid-Autumn Festival 1007
第 4 週	Measures of Central Tendency & Variability 1014
第 5 週	The Normal Distribution & Basic Concepts of Probability 1021
第 6 週	Sampling distribution and Hypothesis testing 1028
第 7 週	Exam 1 1104
第 8 週	Correlation 1111
第 9 週	Regression 1112
第 10 週	Multiple regression 1118
第 11 週	Hypothesis Tests Applied to Means: One Sample 1125
第 12 週	Hypothesis Tests Applied to Means: Two Related/Indepen 1202
第 13 週	Exam 2 1209
第 14 週	One-Way Analysis of Variance 1216
第 15 週	Factorial Analysis of Variance 1223
第 16 週	Repeated-Measures Analysis of Variance 1230
第 17 週	Chi-Square Nonparametric Statistics 0106
第 18 週	Exam 3 0113

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