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Record Nr. |
UNINA9910809631903321 |
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Autore |
Lumley Thomas <1969-> |
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Titolo |
Complex surveys : a guide to analysis using R / / Thomas Lumley |
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Pubbl/distr/stampa |
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Hoboken, N.J., : Wiley, c2010 |
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ISBN |
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9786612548307 |
9781118210932 |
111821093X |
9781282548305 |
1282548301 |
9780470580066 |
0470580062 |
9780470580059 |
0470580054 |
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Descrizione fisica |
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1 online resource (296 p.) |
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Collana |
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Wiley Series in Survey Methodology ; ; v.565 |
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Classificazione |
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Disciplina |
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Soggetti |
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Mathematical statistics - Data processing |
R (Computer program language) |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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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 |
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Sommario/riassunto |
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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 |
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