Statistical Analysis

We will explain the following tasks in R using real data. The lectures are basically updated weekly, and assignments will be given accordingly. 0. How to Use R and RStudio 1. Basic Difference Tests 2. Basic Graph and Table Creation 3. Nonparametric Difference Tests and Distribution Tests 4. Basic Regression Analysis 5. ANOVA

The instructor will conduct a preliminary survey using a Google Form distributed via UTOL. Course materials and analysis data will then be shared via Google Drive to the email address you provide in the survey. The classes will be conducted using these materials and data, and you will engage in hands-on practical exercises using R. You will install the free statistical software R on your own PC, and complete and submit assignments based on the lectures. 講師が最初にUTOLを通じて事前にGoogleフォームでアンケートを取ります。 そのとき登録してもらったメールアドレス宛に、Googleドライブを用いて授業資料や分析データを共有します。その分析データや資料を用いて授業を行います。 皆さんには、自らのPCに無料の統計ソフトウェアRをインストールしてもらって、自分の手で課題をこなし、課題を提出していただくというハンズオンスタイルの授業です。

Attendance and assignment submission 出席と課題提出 The assignment involves creating charts and graphs using real data in R, performing regression analysis, and interpreting the results. Submission of the R exercise assignment is mandatory. Please check UTOL. Rでの演習課題の提出が必須となります。UTOLを確認ください。

Please install R and Rstudio before the first class https://www.r-project.org/***** https://posit.co/*****

The class will be held in Room 231, Building 7B. However, from the second class onward, if the number of students is enough small, we plan to move to Rooms 236 and 237 in the Building 7B. 場所：７号館B棟231号室