Analysis of Variance with ANOVA in Google Sheets

4.3
별점
33개의 평가
제공자:
Coursera Project Network
학습자는 이 안내 프로젝트에서 다음을 수행하게 됩니다.

Identify use cases for one-way ANOVA and develop the null hypothesis.

Visualize and statistically examine the data through creating a boxplot.

Conduct One-Way ANOVA and interpret the statistics.

Clock2 hours
Intermediate중급
Cloud다운로드 필요 없음
Video분할 화면 동영상
Comment Dots영어
Laptop데스크톱 전용

In every domain it is critical to decision making to understand whether differences exist between two or more groups of things or outcomes. In this course you will test for differences with the One-Way ANOVA analysis of variance technique. You will also learn how to design the test and apply tactics so that you are able to confidently report statistical significance between and within groups if it exists. For this course, we will work side-by-side in the free-to-use software Google Sheets. By the end of this course, you will be able to apply ANOVA and post hoc tests using any spreadsheet software and you will be able to confidently report levels of statistical significance in groups. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

개발할 기술

  • Data Science
  • Statistical Analysis
  • Strategic Decision Making
  • Operations Research
  • Business Intelligence

단계별 학습

작업 영역이 있는 분할 화면으로 재생되는 동영상에서 강사는 다음을 단계별로 안내합니다.

  1. Access Google Sheets

  2. Develop the null hypothesis

  3. Import data into Google Sheets

  4. Build a statistical framework and create a boxplot

  5. Create a Box Plot to evaluate variance.

  6. Review of the boxplot creation process.

  7. Conduct a One-Way ANOVA

  8. Report statistical significance and conduct post hoc tests

  9. Understand how to access statistical toolpacks in Google Sheets and conduct EDA on the challenge dataset.

  10. Run a One-Way ANOVA with XLMiner Analysis Toolpack in Google Sheets

  11. Review design of One-Way ANOVA models and interpret the test statistics.

안내형 프로젝트 진행 방식

작업 영역은 브라우저에 바로 로드되는 클라우드 데스크톱으로, 다운로드할 필요가 없습니다.

분할 화면 동영상에서 강사가 프로젝트를 단계별로 안내해 줍니다.

검토

ANALYSIS OF VARIANCE WITH ANOVA IN GOOGLE SHEETS의 최상위 리뷰

모든 리뷰 보기

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