An Introduction to Model-Based Survey Sampling with Applications: 37 - Rilegato

Chambers, Ray; Clark, Robert

 
9780198566625: An Introduction to Model-Based Survey Sampling with Applications: 37
Rilegato
ISBN 10: 019856662X ISBN 13: 9780198566625
Casa editrice: OUP Oxford, 2012

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Contenuti

  • 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

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
OUP Oxford
Data di pubblicazione
2012
Lingua
Inglese
ISBN 10 
019856662X
ISBN 13 
9780198566625
Rilegatura
Copertina rigida
Numero di pagine
280
Contatto del produttore
Messaggerie Libri
ufficio.anagrafiche@meli.it

Via Verdi, 8.
Assago Milano
20090
Italia