Exploring Complex Survey Data Analysis Using R: A Tidy Introduction with {srvyr} and {survey} - Rilegato

Zimmer, Stephanie; Powell, Rebecca; Velásquez, Isabella

Rilegato

ISBN 10: 1032302860 ISBN 13: 9781032302867

Casa editrice: Chapman and Hall/CRC, 2024

Riassunto

Surveys are powerful tools for gathering information, uncovering insights, and facilitating decision-making. However, to ensure the accurate interpretation of results, they require specific analysis methods. In this book, readers embark on an in-depth journey into conducting complex survey analysis with the {srvyr} package and tidyverse family of functions from the R programming language. Intended for intermediate R users familiar with the basics of the tidyverse, this book gives readers a deeper understanding of applying appropriate survey analysis techniques using {srvyr}, {survey}, and other related packages. With practical walkthroughs featuring real-world datasets, such as the American National Election Studies and Residential Energy Consumption Survey, readers will develop the skills necessary to perform impactful survey analysis on survey data collected through a randomized sample design. Additionally, this book teaches readers how to interpret and communicate results of survey data effectively.

Key Features:

• Uses the {srvyr} package and tidyverse family of packages.
• Grants a conceptual understanding of the statistical methods that the functions apply to.
• Includes practical walkthroughs using publicly available survey data.
• Provides the reader with the tools for interpreting, visualizing, and presenting results.

Su questo libro

Informazioni sull?autore

Stephanie Zimmer, PhD, is a senior survey statistician with 10 years experience in survey sampling and design, survey weighting and analysis, and data management. She is an expert statistical programmer in R, SAS, and SUDAAN. She earned her PhD in Statistics from Iowa State University and her BS in Statistics from NC State. After earning the RStudio Tidyverse Trainer certification, she co-taught two courses on tidy survey analysis in R. She is currently a Senior Research Statistician at RTI International.

Rebecca J. Powell, PhD, is the Director of Data Management and Survey Programming at Fors Marsh. Her research interests focus on visual design of questionnaires and contact materials. Dr. Powell is a Certified RStudio Tidyverse Trainer and has taught courses and webinars on data management in R and tidy survey analysis in R at both AAPOR and MAPOR. She has a PhD in Survey Research and Methodology from the University of Nebraska-Lincoln and a BS and MS in Applied Statistics from Rochester Institute of Technology.

Isabella Velásquez is a content strategist, data enthusiast, and author. Her experience spans data collection, grantmaking, strategy development, and survey instrument development. She earned her MSc in Analytics and BA in Economics and East Asian Languages and Civilizations from the University of Chicago. She currently works as a Sr. Product Marketing Manager at Posit Software, PBC.

Dettagli dell?edizione

• Editore: Chapman and Hall/CRC
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 10: 1032302860
• ISBN 13: 9781032302867
• Rilegatura: Copertina rigida
• Numero edizione: 1
• Numero di pagine: 346
• Contatto del produttore: non disponibile