## シラバス参照

（Course Code / Course Title）
Introduction to Statistics 2
テーマ/サブタイトル等
（Theme / Subtitle）
 Statistical Inference

ドイ，ジミー(DOI JIMMY)

(Course Number)
CMP2231

(Language)

(English)

・TOEIC®550点相当以上の英語力を有していることを前提に授業を実施する
テキスト用コード (Text Code) FB147

Course
Objectives
 This class is an introductory course that assumes no prior knowledge of statistics. Basic statistical concepts and methods are presented in a manner that emphasizes understanding the principles of data collection and analysis rather than theory. Much of the course will be devoted to discussions of how statistics is commonly used in the real world. The primary goal of the course is to help students understand how the process of problem solving using data, collecting data relevant to that problem, analyzing data, and interpreting data can help them find answers to real problems from their world.

Course
Contents
 The folowing contents will be studied; Basics of statistical inference, population and sample, estimation, statisticla test and so on.

Course
Schedule
 1. Role of Statistics 2. Random Sample and Sampling Error 3. Probability and Distributions 4. Sampling distribution and the Central limit Theorem 5. Statistical Estimation 1: Introduction 6. Statistical Estimation 2 ; Estimation of means 7. Statistical Estimation 3 ; Estimation of proportions 8. Hypothesis Test 1 : Introduction 9. Hypothesis Test 2 : Hypothesis and two types of errors 10. Hypothesis Test 3 : Difference of means 11. Analysis of Variance 12. Chi-squared Test 13. Analysis of Multiway Table 14. Correlation and Regression

（予習・復習

Study
Required
Outside
of Class
 Assignments will be provided at each class.

Evaluation
 種類(Kind) 割合(%) 基準(Criteria) 平常点(In-class Points) 100 　％ QUIZ 70%（10%×7回） (70%) 、Final Report(30%)
テキスト
Textbooks
None