Free Download The R Statistical Analysis Cookbook: Practical Solutions for Data Insights
English | 2025 | ASIN: B0F5Z1QM5X | 406 pages | Epub | 238.40 KB
"The R Statistical Analysis Cookbook" is a practical guide designed to equip you with the tools and techniques to effectively analyze data and extract meaningful insights using R. This book takes a hands-on approach, providing a collection of ready-to-use "recipes" that address common statistical problems encountered in various fields.
Each recipe presents a clear problem statement, followed by a concise and efficient R solution, along with explanations of the code and underlying statistical concepts.
You'll learn how to:
-Prepare and manipulate data for analysis.
-Perform descriptive statistics and create informative visualizations.
-Conduct hypothesis tests, regression analysis, and ANOVA.
-Analyze time series data.
-Apply nonparametric methods.
-Create publication-ready graphics with ggDescription2.
-Report results in a reproducible manner using R Markdown.
-Build simple Shiny web applications for interactive data exploration.
This book is ideal for:
-Data analysts seeking practical solutions to everyday statistical challenges.
-Researchers aiming to apply R to their data analysis and ensure reproducibility.
-Students learning statistics and R and looking for practical applications.
-Professionals in various fields needing to analyze data to make informed decisions.
By focusing on practical applications and providing clear, adaptable code examples, "The R Statistical Analysis Cookbook" empowers you to quickly and confidently extract valuable insights from your data.
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