Simple Linear Regression using Jamovi and JASP

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Chapters

Language

English

Genre

Textbook

Published

June 21, 2025

Synopsis

Authored by Vikram Singh Sankhala, "Simple Linear Regression using Jamovi and JASP" is a comprehensive, practical guide designed for students, researchers, educators, and professionals seeking to master simple linear regression without needing advanced math or coding skills. This textbook leverages the intuitive, point-and-click interfaces of Jamovi and JASP—free and open-source statistical software—to demystify the process. The book provides step-by-step tutorials covering everything from the foundational concepts and assumptions of simple linear regression to running analyses, interpreting output, performing model diagnostics, and quantifying effect sizes. Each chapter builds practical skills through hands-on examples and real-world datasets, ensuring readers can immediately apply what they learn.

About the Author

VSS

Vikram Singh Sankhala

Vikram Singh Sankhala brings a unique analytical perspective to data-driven fields. With expertise in multi-modal AI, agentic systems, and data solutions, Sankhala excels at decoding complex principles through modern scientific frameworks. His innovative approach combines traditional wisdom with contemporary techniques, making intricate concepts accessible. Sankhala is passionate about bridging knowledge systems with cutting-edge technology to create practical, evidence-based guidance, reflecting his belief that 'Vedic astrology is humanity's oldest data science – my mission is to help you unlock its timeless insights using today’s analytical tools.' This foundation in data analysis and clear explanation underpins his ability to guide readers through statistical methods.

Simple Linear Regression using Jamovi and JASP

Synopsis

About the Author

Vikram Singh Sankhala

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