Performing T-test Statistics in Python
A friendly, hands-on guide for students who want to learn how to compare means using real code — no prior Python experience required.
What You'll Learn
Clear Explanations
Master one-sample, independent (Student's and Welch's), and paired t-tests with step-by-step workflows in Google Colab.
Hands-On Experience
Load and wrangle data with pandas, run tests with SciPy and the user-friendly Pingouin package, and visualize results with seaborn.
Practical Application
Work with downloadable open datasets and practice producing reproducible analyses for homework, projects, or small research studies.
Book Details
- Format: Digital PDF (123 KB)
- Length: 15 pages of focused, practical content
- Experience Level: Perfect for beginners in statistics or Python
- Price: $2.99+ (Pay what you want)
What's Inside
Using Python for t-test Statistics is a mini book. It is a friendly, hands‑on guide for students who want to learn how to compare means using real code — no prior Python experience required. Inside you'll find clear explanations of one‑sample, independent (Student's and Welch's) and paired t‑tests, step‑by‑step workflows in Google Colab, and practical guidance on checking assumptions, reporting results, and interpreting effect sizes and confidence intervals.
Learn to load and wrangle data with pandas, run tests with SciPy and the user‑friendly Pingouin package, visualise results with seaborn, and work with downloadable open datasets so you can practice right away. Each chapter contains runnable Colab snippets, diagnostic tips, and concise reporting templates so you can produce reproducible analyses for homework, projects, or small research studies.
Why This Book Works
This book turns abstract concepts into hands-on experience: run the code, read the output, and understand what the numbers actually mean.
Perfect for beginners in statistics or Python
Each chapter contains runnable Colab snippets, diagnostic tips, and concise reporting templates so you can produce reproducible analyses.
Ideal for homework, projects, or small research studies
Start Learning T-test Statistics with Python Today
Perfect for beginners in statistics or Python, this book turns abstract concepts into hands-on experience: run the code, read the output, and understand what the numbers actually mean.
Get the Book for $2.99+