R Companion for Sampling: Design and Analysis, Third Edition

The R Companion for Sampling: Design and Analysis provides step-by-step guidance for using R to select and analyze probability samples,with code,output,and interpretation. It is designed to be read alongside Sampling: Design and Analysis, Third Edition by Sharon L. Lohr and is suitable for beginners with no prior experience with R.

Format: Paperback / softback
Length: 12 pages
Publication date: 25 November 2021
Publisher: Taylor & Francis Ltd

The R Companion for Sampling: Design and Analysis, a valuable resource designed to accompany Sampling: Design and Analysis, Third Edition by Sharon L. Lohr (SDA; 2022, CRC Press), offers an in-depth exploration of the utilization of functions in both base R and contributed packages to facilitate calculations for the examples presented in SDA. This companion guide is accessible to individuals with no prior experience in R, providing a comprehensive introduction to the R statistical software environment.

Chapter 1 serves as a foundational guide, guiding you through the process of obtaining R and RStudio, introducing the fundamental features of the R statistical software environment, and facilitating your initial foray into data analysis. Subsequent chapters unfold in a step-by-step manner, offering detailed guidance for working through the data examples in each corresponding chapter of SDA. Accompanied by code, output, and interpretation, these chapters provide a practical roadmap for gaining proficiency in survey data analysis.

In addition to offering practical guidance, the book incorporates helpful tips and warnings to promote good programming practices and mitigate common errors in survey data analysis. R features and functions are introduced gradually, allowing you to observe how they are applied to select and analyze different types of probability samples. Each chapter builds upon the knowledge acquired in previous chapters, culminating in a comprehensive understanding of R's capabilities for selecting and analyzing a wide range of probability samples.

To enhance your learning experience, all R code and data sets utilized in this book are readily available online. These resources serve as valuable tools for developing your skills in analyzing survey data from diverse fields such as social and public opinion research, public health, crime, education, business, agriculture, and ecology. By accessing these online materials, you can further refine your analytical abilities and apply the concepts learned in the book to real-world survey data analysis scenarios.

In summary, The R Companion for Sampling: Design and Analysis is an indispensable resource for individuals seeking to excel in survey data analysis using R. By providing comprehensive coverage of R functions, step-by-step guidance, practical tips, and online resources, this guide empowers users to navigate the complexities of probability sampling and extract meaningful insights from survey data. Whether you are a novice or an experienced R user, this companion will greatly enhance your analytical skills and facilitate your success in conducting survey research and analysis.

Weight: 422g
Dimension: 176 x 251 x 16 (mm)
ISBN-13: 9781032135946