109年第2學期-1503 統計學 課程資訊

課程分享

選課分析

本課程名額為 85人,已有68人選讀,尚餘名額17人。

評分方式

評分項目 配分比例 說明
Assignments/Participation 20
Group Term Project 20
Midterm Exam 30
Final Exam 30

授課教師

傅郁芬

教育目標

This course is a continuation of Statistics I. Statistics in Business applies statistical methods in a business context in order to address business related questions and help make evidence based decisions. Students will learn to apply commonly used statistical methods in business contexts and to interpret analyses performed by others. This course will cover: 1. One-Sample Hypothesis Tests. 2. Two-Sample Hypothesis Tests. 3. Analysis of Variance. 4. Correlation Analysis. 5. Simple Regression. 6. Multiple Regression. 7. Time-Series Analysis 8. Chi-Square Tests and Nonparametric Tests. 9. Statistical analysis on financial data using Microsoft Excel and SAS.

課程概述

統計方法是現今計量科學研究中最常用的方法之一,但是,隨著科技的進步、套裝軟體的發達,同學可以很容易的處理一些基本資料的分析及推論,但並不全然了解方法背後之理論基礎。因此,本課程的主要目的是建立同學能獲正確的統計基本概念。盡量以簡單、生動且易於了解的方式講授課程內容進而引發同學學習之興趣,避免艱深的內容和太多的數學推導。本課程內容包含: 1. 敘述統計:關於數據資料的描述及整理。 2. 機率論:統計推論的基礎。 3. 假設檢定。 4. 變方分析與實驗設計。 5. 迴歸分析。

課程資訊

參考書目

1. Applied Statistics in Business & Economics, 5th Edition, by David P. Doane and Lori E. Seward.
2. Applied Statistics for Business and Management using Microsoft Excel, 2013, Linda Herkenhoff and John Fogli.
3. Statistical Data Analysis Using SAS, 2014, Mervyn G. Marasinghe and Kenneth J. Koehler.