ISBN:
9780470580059
,
0470580054
,
9780470580066
,
0470580062
,
1282548301
,
9781282548305
,
9786612548307
,
6612548304
Language:
English
Pages:
1 online resource (xv, 276 pages) :
,
illustrations, map
Series Statement:
Wiley Series in Survey Methodology ; v.565
Series Statement:
Wiley series in survey methodology.
Parallel Title:
Print version: Lumley, Thomas, 1969- Complex surveys.
DDC:
515.0285
Keywords:
Mathematical statistics Data processing.
;
R (Computer program language)
;
Statistics as Topic.
;
Data Collection.
;
MATHEMATICS Calculus.
;
MATHEMATICS Mathematical Analysis.
;
Mathematical statistics Data processing.
;
R (Computer program language)
;
Datenanalyse
;
R
;
Statistik
;
Electronic books.
Abstract:
A complete guide to carrying out complex survey analysis using R. As survey analysis continues to serve as a core component of sociological research, researchers are increasingly relying upon data gathered from complex surveys to carry out traditional analyses. Complex Surveys is a practical guide to the analysis of this kind of data using R, the freely available and downloadable statistical programming language. As creator of the specific survey package for R, the author provides the ultimate presentation of how to successfully use the software for analyzing data from complex surveys while also utilizing the most current data from health and social sciences studies to demonstrate the application of survey research methods in these fields.
Description / Table of Contents:
Complex Surveys: A Guide to Analysis Using R; Contents; Acknowledgments; Preface; Acronyms; 1 Basic Tools; 2. Simple and Stratified sampling; 3. Cluster sampling; 4. Graphics; 5 Ratios and linear regression; 6 Categorical data regression; 7 Post-stratification, raking and calibration; 8 Two-phase sampling; 9 Missing data; 10 * Causal inference; Appendix A: Analytic Details; Appendix B: Basic R; Appendix C: Computational details; Appendix D: Database-backed design objects; Appendix E: Extending the package; References; Author Index; Topic Index.
Note:
English.
DOI:
10.1002/9780470580066
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470580066
