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Statistical Analysis Tutorials in Jamovi (Free Software)

Statistical Analysis Tutorials in Jamovi (Free Software)

Master Statistical Analysis in Jamovi — From Data Exploration to Regression
Created byStat Hacks
Last updated 11/2025
English

What you'll learn

  • Understand key statistical concepts and when to apply each technique, including descriptive statistics, correlation, t-tests, ANOVA, and regression
  • Perform statistical analyses in Jamovi step by step, using its intuitive interface without the need for coding
  • Interpret and report results accurately, including statistical significance, effect sizes, and practical implications
  • Visualize and communicate findings clearly, creating tables and graphs that make data easy to understand for any audience

Course content

9 sections • 21 lectures • 2h 30m total length

  • Welcome to the Course!6:15
  • Downloading Jamovi2:31

Requirements

  • Basic Understanding of Descriptive Analysis

Description

Unlock the Power of Data with Jamovi

Master the tools, build confidence, and think like a statistician

Unlock the power of data with Jamovi, a free and beginner-friendly statistical software that makes data analysis accessible to everyone. This hands-on course guides you step by step through essential statistical techniques — no prior experience required. Whether you’re a student, researcher, professional, or aspiring statistician, you’ll gain the practical skills to analyze real data and draw meaningful conclusions.

In this course, you will learn how to:

  • Explore and summarize data using descriptive statistics, tables, and visualizations to uncover insights at a glance.

  • Measure relationships between variables using correlation analysis to identify meaningful associations.

  • Run independent-samples and paired-samples t-tests to compare group means and determine significant differences.

  • Perform ANOVA to examine differences across multiple groups and understand complex relationships.

  • Build and interpret regression models — from simple to multiple linear regression — to predict outcomes, identify key factors, and make data-driven decisions.

More than just running tests

You’ll go beyond clicking buttons — learning how to interpret results correctly, visualize data effectively, and communicate findings professionally. Jamovi’s intuitive, drag-and-drop interface eliminates the need for coding or expensive software, making this course ideal for anyone ready to explore the world of statistics.

The Mini Statistician’s Exam: Your Final Challenge

As the culmination of your learning journey, you’ll take on The Mini Statistician’s Exam — a capstone exercise inspired by real questions from the instructor’s own experience applying for statistician roles. This engaging final challenge tests your applied understanding, analytical reasoning, and professional readiness, giving you a taste of what employers look for in data-savvy candidates.

By the end of this course, you’ll be able to:

  • Analyze datasets confidently

  • Choose the right statistical tests for different research questions

  • Communicate your results clearly and professionally

Whether your goal is academic success, career advancement, or building a solid foundation as a future statistician, this course equips you with the mindset and skills to turn data into insights.

Course image by This_is_Engineering from Pixabay — many thanks!

Who this course is for:

  • Students, researchers, and professionals who want a simple, hands-on way to learn statistical analysis without coding

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