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Autore: |
Latpate Raosaheb
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Titolo: |
Advanced sampling methods / / Raosaheb Latpate [and three others]
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Pubblicazione: | Singapore : , : Springer, , [2021] |
©2021 | |
Edizione: | 1st ed. 2021. |
Descrizione fisica: | 1 online resource (XVII, 301 p. 23 illus., 13 illus. in color.) |
Disciplina: | 519.52 |
Soggetto topico: | Sampling (Statistics) |
R (Computer program language) | |
Mostreig (Estadística) | |
Soggetto genere / forma: | Llibres electrònics |
Nota di contenuto: | -1. Introduction -- 2. Simple Random Sampling -- 3. Stratied Random Sampling -- 4. Cluster Sampling -- 5. Double Sampling -- 6. Probability Proportional to Size Sampling -- 7. Systematic Sampling -- 8. Resampling Techniques -- 9. Adaptive Cluster Sampling -- 10. Two-Stage Adaptive Cluster Sampling -- 11. Adaptive Cluster Double Sampling -- 12. Inverse Adaptive Cluster Sampling -- 13. Two Stage Inverse Adaptive Cluster Sampling -- 14. Stratified Inverse Adaptive Cluster Sampling -- 15. Negative Adaptive Cluster Sampling -- 16. Negative Adaptive Cluster Double Sampling -- 17. Two- Stage Negative Adaptive Cluster Sampling -- 18. Balanced and Unbalanced Ranked Set Sampling -- 19. Ranked Set Sampling in Other Parameter Estimation and Non-Parametric Inference -- 20. Important Versions of Ranked Set Sampling -- 21. Sampling Errors. |
Sommario/riassunto: | This book discusses all major topics on survey sampling and estimation. It covers traditional as well as advanced sampling methods related to the spatial populations. The book presents real-world applications of major sampling methods and illustrates them with the R software. As a large sample size is not cost-efficient, this book introduces a new method by using the domain knowledge of the negative correlation between the variable of interest and the auxiliary variable in order to control the size of a sample. In addition, the book focuses on adaptive cluster sampling, rank-set sampling and their applications in real life. Advance methods discussed in the book have tremendous applications in ecology, environmental science, health science, forestry, bio-sciences, and humanities. This book is targeted as a text for undergraduate and graduate students of statistics, as well as researchers in various disciplines. |
Titolo autorizzato: | Advanced Sampling Methods ![]() |
ISBN: | 981-16-0622-6 |
Formato: | Materiale a stampa ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 9910484590903321 |
Lo trovi qui: | Univ. Federico II |
Opac: | Controlla la disponibilità qui |