日本語 English
| 開講年度/ Academic YearAcademic Year |
20252025 |
| 科目設置学部/ CollegeCollege |
ビジネスデザイン研究科/Graduate School of Business AdministrationGraduate School of Business Administration |
| 科目コード等/ Course CodeCourse Code |
VL155/VL155VL155 |
| テーマ・サブタイトル等/ Theme・SubtitleTheme・Subtitle |
|
| 授業形態/ Class FormatClass Format |
オンデマンド（全回オンデマンド）/On-demand (all classes are on-demand)On-demand (all classes are on-demand) |
| 授業形態（補足事項）/ Class Format (Supplementary Items)Class Format (Supplementary Items) |
Online instruction will begin during the first week of the semester. |
| 授業形式/ Class StyleCampus |
講義/LectureLecture |
| 校地/ CampusCampus |
池袋/IkebukuroIkebukuro |
| 学期/ SemesterSemester |
春学期他/Spring OthersSpring Others |
| 曜日時限・教室/ DayPeriod・RoomDayPeriod・Room |
ログインして教室を表示する（Log in to view the classrooms.） |
| 単位/ CreditsCredits |
22 |
| 科目ナンバリング/ Course NumberCourse Number |
BDS5801 |
| 使用言語/ LanguageLanguage |
英語/EnglishEnglish |
| 履修登録方法/ Class Registration MethodClass Registration Method |
科目コード登録/Course Code RegistrationCourse Code Registration |
| 配当年次/ Assigned YearAssigned Year |
配当年次は開講学部のR Guideに掲載している科目表で確認してください。配当年次は開講学部のR Guideに掲載している科目表で確認してください。 |
| 先修規定/ Prerequisite RegulationsPrerequisite Regulations |
|
| 他学部履修可否/ Acceptance of Other CollegesAcceptance of Other Colleges |
履修登録システムの『他学部・他研究科履修不許可科目一覧』で確認してください。 |
| 履修中止可否/ Course CancellationCourse Cancellation |
－（履修中止制度なし/ No system for cancellation) |
| オンライン授業60単位制限対象科目/ Online Classes Subject to 60-Credit Upper LimitOnline Classes Subject to 60-Credit Upper Limit |
|
| 学位授与方針との関連/ Relationship with Degree PolicyRelationship with Degree Policy |
各授業科目は、学部・研究科の定める学位授与方針（DP）や教育課程編成の方針（CP）に基づき、カリキュラム上に配置されています。詳細はカリキュラム・マップで確認することができます。 |
| 備考/ NotesNotes |
Learning objectives include:
Understand and be able to use basic statistical concepts.
Understand and be able to interpret the results of basic statistical analyses.
Understand the concept of statistical inference and the process of hypothesis testing.
Collect and organize data for statistical analysis.
Identify the appropriate statistical analysis for specific types of data and research questions.
Basic concepts in quantitative data analysis
Descriptive statistics: central tendency and variation
Inferential statistics: hypothesis testing
Basic types of analysis: t-tests; correlation; simple regression; one-way ANOVA; chi-square
Review and summary
| 1 | Introduction and course overview |
| 2 | Basic concepts of statistical analysis |
| 3 | Descriptive statistical analysis: mean and standard deviation |
| 4 | Descriptive statistical analysis: z-scores |
| 5 | Frequency distributions and probability |
| 6 | Normal distribution |
| 7 | Inferential statistical analysis: basic concept and rationale of the hypothesis test |
| 8 | T-tests |
| 9 | Analyzing variation: correlation |
| 10 | Simple regression |
| 11 | One-way analysis of variance (ANOVA) |
| 12 | Chi-square |
| 13 | Examples and applications |
| 14 | Review |
板書 /Writing on the Board
スライド（パワーポイント等）の使用 /Slides (PowerPoint, etc.)
上記以外の視聴覚教材の使用 /Audiovisual Materials Other than Those Listed Above
個人発表 /Individual Presentations
グループ発表 /Group Presentations
ディスカッション・ディベート /Discussion/Debate
実技・実習・実験 /Practicum/Experiments/Practical Training
学内の教室外施設の利用 /Use of On-Campus Facilities Outside the Classroom
校外実習・フィールドワーク /Field Work
上記いずれも用いない予定 /None of the above
| 補足事項 (Supplementary Items) |
|---|
| The basic method will be on-demand video lectures consisting of narrated slides. |
Readings, practice problems, and homework as assigned.
| 種類 (Kind) | 割合 (%) | 基準 (Criteria) |
|---|---|---|
| 平常点 (In-class Points) | 100 |
最終テスト(Final Test)(40%) Homework and quizzes(60%) |
| 備考 (Notes) | ||
| その他 (Others) | |||||
|---|---|---|---|---|---|
| Students are not required to purchase a textbook for this course. |
| その他 (Others) | |||||
|---|---|---|---|---|---|
| Journal articles and other readings will be provided by the instructor. |
Students should be comfortable with online instruction, including watching lecture videos, downloading course materials, and uploading assignments.
Students should have access to a laptop or tablet that they can use to access the online class material and complete/upload assignments.
This course will introduce students to the fundamental concepts, terms, and methods of statistical analysis. There will be an emphasis on conceptual understanding of statistical information, to enable students of various levels of mathematics experience to benefit from the course.
Learning objectives include:
Understand and be able to use basic statistical concepts.
Understand and be able to interpret the results of basic statistical analyses.
Understand the concept of statistical inference and the process of hypothesis testing.
Collect and organize data for statistical analysis.
Identify the appropriate statistical analysis for specific types of data and research questions.
The general topics to be covered will include:
Basic concepts in quantitative data analysis
Descriptive statistics: central tendency and variation
Inferential statistics: hypothesis testing
Basic types of analysis: t-tests; correlation; simple regression; one-way ANOVA; chi-square
Review and summary
| 1 | Introduction and course overview |
| 2 | Basic concepts of statistical analysis |
| 3 | Descriptive statistical analysis: mean and standard deviation |
| 4 | Descriptive statistical analysis: z-scores |
| 5 | Frequency distributions and probability |
| 6 | Normal distribution |
| 7 | Inferential statistical analysis: basic concept and rationale of the hypothesis test |
| 8 | T-tests |
| 9 | Analyzing variation: correlation |
| 10 | Simple regression |
| 11 | One-way analysis of variance (ANOVA) |
| 12 | Chi-square |
| 13 | Examples and applications |
| 14 | Review |
板書 /Writing on the Board
スライド（パワーポイント等）の使用 /Slides (PowerPoint, etc.)
上記以外の視聴覚教材の使用 /Audiovisual Materials Other than Those Listed Above
個人発表 /Individual Presentations
グループ発表 /Group Presentations
ディスカッション・ディベート /Discussion/Debate
実技・実習・実験 /Practicum/Experiments/Practical Training
学内の教室外施設の利用 /Use of On-Campus Facilities Outside the Classroom
校外実習・フィールドワーク /Field Work
上記いずれも用いない予定 /None of the above
| 補足事項 (Supplementary Items) |
|---|
| The basic method will be on-demand video lectures consisting of narrated slides. |
Readings, practice problems, and homework as assigned.
| 種類 (Kind) | 割合 (%) | 基準 (Criteria) |
|---|---|---|
| 平常点 (In-class Points) | 100 |
最終テスト(Final Test)(40%) Homework and quizzes(60%) |
| 備考 (Notes) | ||
| その他 (Others) | |||||
|---|---|---|---|---|---|
| Students are not required to purchase a textbook for this course. |
| その他 (Others) | |||||
|---|---|---|---|---|---|
| Journal articles and other readings will be provided by the instructor. |
Students should be comfortable with online instruction, including watching lecture videos, downloading course materials, and uploading assignments.
Students should have access to a laptop or tablet that they can use to access the online class material and complete/upload assignments.