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令和2年度以降入学者 | 社会学基礎演習 | ||||
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教員名 | 濱本真一 | ||||
単位数 | 1 | 課程 | 前期課程 | 開講区分 | 文理学部 |
科目群 | 社会学専攻 | ||||
学期 | 前期 | 履修区分 | 選択必修 |
授業形態 | 対面授業 |
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授業の形態 | All classes will be held on site. Some homework may be changed to homework depending on the participant's schedule. |
Canvas LMSコースID・コース名称 | WG2007A46 2024社会学基礎演習(濱本真一・前・火3) |
授業概要 | Basic Statistics with R Computation This class introduces introductory statistics using R computing. The basis of statistics is essential in any science, including sociology. To better understand statistics, it is necessary to observe the behavior of the data through demonstrations. The statistical open-source software R is widely used because of its flexibility for data analysis. This class aims to understand the basic statistics theories and the actual analytical methods using them. |
授業のねらい・到達目標 | After completing this course, participants are expected to be able to: (1) understand the basic statistics theories that are widely employed in sociological research (2) analyze empirical data for their research question with R. |
授業の形式 | 演習 |
授業の方法 |
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履修条件 | Recquired
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授業計画 | |
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1 |
Guidance, Scheduling, and introducing Notion 【事前学習】See this Syllabus (0.5時間) 【事後学習】Get the textbook and start reading the chapter you assinged (3.5時間) |
2 |
Getting Started with R 【事前学習】Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
3 |
Univariate data 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
4 |
Bivariate data 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
5 |
Multivariate data 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
6 |
Graphics 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
7 |
Populations and Samples 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
8 |
The Central Limit Theorem 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
9 |
Confidence intervals 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
10 |
Binomial Statistics: Closs tabulation and χ2 test 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
11 |
Significance Tests for Populations 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
12 |
Significance Tests for Two-Sample Statistics 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
13 |
Goodness of fit and χ2 test 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
14 |
Simple Linear Regression 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
15 |
Multiple Linear Regression (and gleaning) 【事前学習】Prepare the resume / Clearify the unclear point in the textbook (3時間) 【事後学習】Practice and answer the problems in the textbook as you need (1時間) |
その他 | |
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教科書 | John Verzani, Using R for Introductory Statistics:The R Series, Chapman & Hall/CRC, 2018, 2 edition |
参考書 | There are several introductions to statistics and R. eg) https://learningstatisticswithr.com/ |
成績評価の方法及び基準 | レポート:Answer the Selected Probrems(50%)、授業参画度:Shared Marerials & Contribution to discussion(50%) ---------------------- Please participate actively in the discussion. Not speaking anything in the classroom is equal to not being there. |
オフィスアワー | time: Tuesday 14:40-16:10(Pre-appointments are recommended) location: My Laboratory(Main building 3rd floor) |
備考 |
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