An Introduction to Model-Based Survey Sampling with Applications

Ray Chambers, Robert Clark (Autoren)

Buch | Hardcover

280 Seiten

2012
Oxford University Press (Verlag)
9780198566625 (ISBN)

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This text brings together important ideas on the model-based approach to sample survey, which has been developed over the last twenty years. Suitable for graduate students and professional statisticians, it moves from basic ideas fundamental to sampling to more rigorous mathematical modelling and data analysis and includes exercises and solutions.

PART I: BASICS OF MODEL-BASED SURVEY INFERENCE ; 1. Introduction ; 2. The Model-Based Approach ; 3. Homogeneous Populations ; 4. Stratified Populations ; 5. Populations with Regression Structure ; 6. Clustered Populations ; 7. The General Linear Population Model ; PART II: ROBUST MODEL-BASED INFERENCE ; 8. Robust Prediction under Model Misspecification ; 9. Robust Estimation of the Prediction Variance ; 10. Outlier Robust Prediction ; PART III: APPLICATIONS OF MODEL-BASED SURVEY INFERENCE ; 11. Inference for Nonlinear Population Parameters ; 12. Survey Inference via Sub-Sampling ; 13. Estimation for Multipurpose Surveys ; 14. Inference for Domains ; 15. Prediction for Small Areas ; 16. Model-Based Inference for Distributions and Quantiles ; 17. Using Transformations in Sample Survey Inference ; Exercises

Erscheint lt. Verlag	12.1.2012
Reihe/Serie	Oxford Statistical Science Series ; 37
Zusatzinfo	17 b/w line drawings
Verlagsort	Oxford
Sprache	englisch
Maße	162 x 235 mm
Gewicht	552 g
Themenwelt	Mathematik / Informatik ► Mathematik
	Studium ► Querschnittsbereiche ► Epidemiologie / Med. Biometrie
	Sozialwissenschaften ► Soziologie ► Empirische Sozialforschung
ISBN-13	9780198566625 / 9780198566625
Zustand	Neuware