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Exploring Complex Survey Data Analysis Using R
- A Tidy Introduction with {srvyr} and {survey}
Af: Isabella Velasquez, Rebecca Powell, Stephanie Zimmer
Engelsk
Bogcover for Exploring Complex Survey Data Analysis Using R af Isabella Velasquez, Rebecca Powell, Stephanie Zimmer, 9781032302867
Specifikationer
Sprog:
Engelsk
Sider:
346
ISBN-13:
9781032302867
Indbinding:
Hardback
ISBN-10:
1032302860
Kategori:
Udg. Dato:
19 nov 2024
Størrelse i cm:
16,0 x 24,2 x 2,5
Forlag:
Oplagsdato:
19 nov 2024
Forfatter(e):
Genre:

Exploring Complex Survey Data Analysis Using R

- A Tidy Introduction with {srvyr} and {survey}
Af: Isabella Velasquez, Rebecca Powell, Stephanie Zimmer
Engelsk
Hardback 2024
Format:
Hardback
Bog beskrivelse

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.
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Specifikationer
Sprog:
Engelsk
Sider:
346
ISBN-13:
9781032302867
Indbinding:
Hardback
ISBN-10:
1032302860
Kategori:
Udg. Dato:
19 nov 2024
Størrelse i cm:
16,0 x 24,2 x 2,5
Forlag:
Oplagsdato:
19 nov 2024
Forfatter(e):
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