Taught In English1441 - 統計學 Statistics

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教育目標 Course Target

The objective of this course is to provide students with knowledge in estimation, testing hypothesis, simple linear regression,and categorical data analysis. This course will include (1) interval estimators. (2) theories and methods for testing hypothesis (one-population and two-population) (3) one-way analysis of variance (4) basic theories and methods for categorical data analysis. (5) basic theory and methods for regression analysis. (6) SAS coding.The objective of this count is to provide studers with knowledge in economic, testing hypothesis, simple linear regression, and categorical data analysis. T HIS COURSE Will Include (1) Interval Estimators. (2) Theories and Methods for Testing Hypothesis TWO-Popuration) (3) One-Wang Analysis of Variance (4) Basic Theories and Methods for Categorical Data Analysis. ysis. (6) SAS CODING.

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課程概述 Course Description

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。
Statistical methods are one of the most commonly used methods in the scientific research of metering today. Theoretical foundation. Therefore, the main purpose of this course is to establish the basic concept of the correct statistics. Try to teach the content of the curriculum in a simple, vivid and easy -to -understand way, thereby aroused interest in students' learning, and avoid difficult content and too many mathematical derivatives. The content of this course includes: 1. narrative statistics: description and finishing of data data. 2. Probability theory: the basis of statistical inference. 3. Suppose the verification. 4. Change -based analysis and experimental design. 5. Return analysis.

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參考書目 Reference Books

Statistics for Business and Economics 12th edition, by
Anderson, Sweeney, Williams, Camm and Cochran
Statistics for Business and Economics 12th Edition, don't Anderson, Sweeney, Williams, CAM Man's cochran

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評分方式 Grading

評分項目 Grading Method	配分比例 Grading percentage	說明 Description
midtermmidterm midterm	50
finalfinal final	50

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授課大綱 Course Plan

Click here to open the course plan. Course Plan

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