Small Area Estimation

J. N. K. Rao

• 23 januari 2003
• 9780471413745

Samenvatting:

An accessible introduction to indirect estimation methods, both traditional and model-based. Readers will also find the latest methods for measuring the variability of the estimates as well as the techniques for model validation. * Uses a basic area-level linear model to illustrate the methods* Presents the various extensions including binary response data through generalized linear models and time series data through linear models that combine cross-sectional and time series features* Provides recent applications of SAE including several in U.S. Federal programs* Offers a comprehensive discussion of the design issues that impact SAE