Analysis of Variance with ANOVA in Google Sheets

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Coursera Project Network
在此指导项目中,您将:

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
Intermediate中级
Cloud无需下载
Video分屏视频
Comment Dots英语(English)
Laptop仅限桌面

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.

您要培养的技能

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

分步进行学习

在与您的工作区一起在分屏中播放的视频中,您的授课教师将指导您完成每个步骤:

  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.

指导项目工作原理

您的工作空间就是浏览器中的云桌面,无需下载

在分屏视频中,您的授课教师会为您提供分步指导

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