A Course on Small Area Estimation and Mixed Models: Methods, Theory and Applications in R

by Agustín Pérez, Domingo Morales, María Dolores Esteban

Book Overview

1 Small Area Estimation.- 2 Design-based Direct Estimation.- 3 Design-based Indirect Estimation.- 4 Prediction Theory.- 5 Linear Models.- 6 Linear Mixed Models.- 7 Nested Error Regression Models.- 8 EBLUPs under Nested Error Regression Models.- 9 Mean Squared Error of EBLUPs.- 10 EBPs under Nested Error Regression Models.- 11 EBLUPs under Two-fold Nested Error Regression Models.- 12 EBPs under Two-fold Nested Error Regression Models.- 13 Random Regression...

• Format: Paperback
• Language: English
• ISBN: 303063759X
• ISBN13: 9783030637590
• Release Date: March 2022
• Publisher: Springer
• Length: 599 Pages
• Weight: 1.89 lbs.
• Dimensions: 1.3" x 6.1" x 9.2"