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

A Course on Small Area Estimation and Mixed Models: Methods, Theory and Applications in R (Hardcover) (ISBN-13: 9783030637569)

Vendor: Domingo Morales
Product type: Books
Format: Hardcover
$139.99
$139.99
$139.99
Subtotal: $139.99
A Course on Small Area Estimation and Mixed Models: Methods, Theory and Applications in R by Morales, Domingo

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

$139.99
A Course on Small Area Estimation and Mixed Models: Methods, Theory and Applications in R by Morales, Domingo

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

$139.99
Format: Hardcover
Description
Description
x
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 Coefficient Models.- 14 EBPs under Unit-level Logit Mixed Models.- 15 EBPs under Unit-level Two-fold Logit Mixed Models.- 16 Fay-Herriot Models.- 17 Area-level Temporal Linear Mixed Models.- 18 Area-level Spatio-temporal Linear Mixed Models.- 19 Area-level Bivariate Linear Mixed Models.- 20 Area-level Poisson Mixed Models.- 21 Area-level Temporal Poisson Mixed Models.- A Some Useful Formulas.- Index.

Author: Domingo Morales, Mar? Dolores Esteban, Agust? P駻ez
ISBN-10: 3030637565
ISBN-13: 9783030637569
Publisher: Springer
Language: English
Published: 03/13/2021
Pages: 599
Format: Hardcover
Weight: 2.29lbs
Size: 9.21h x 6.14w x 1.31d
By Domingo Morales
By Domingo Morales
x

Domingo Morales is a Professor of Statistics at the Miguel Hern疣dez University of Elche, Spain. He has participated in two projects on Small Area Estimation (SAE) funded by the European Commission. Moreover, he has developed SAE methodologies and software for the Statistical Offices of Spain and Valencia. He has published more than 140 papers in statistics journals and taught courses on survey methodology and SAE at statistical institutes and universities. He has developed the R packages saery and mme.

Mar? Dolores Esteban is a Professor of Statistics at the Miguel Hern疣dez University of Elche, Spain. She has participated in two projects on Small Area Estimation (SAE) funded by the European Commission, and developed SAE methodologies and software for the Statistical Offices of Spain and Valencia. She has published more than 40 papers in statistics journals and taught courses on statistics and R at hospitals and universities. She has developed the R package saery.

Agust? P駻ez is a Professor of Finance at the Miguel Hern疣dez University of Elche, Spain. He has participated in one project on Small Area Estimation (SAE) funded by the European Commission. In addition, he has developed SAE methodologies and software for the Statistical Offices of Spain and Valencia. He has published more than 20 papers in statistics journals and taught courses on statistics and R at hospitals and universities. He has developed the R package saery.

Tom疽 Hobza is an Associate Professor of Statistics at the Czech Technical University in Prague, Czech Republic, where he works in the fields of Information Theory and Small Area Estimation (SAE). He has developed SAE methodologies and software with applications to labor market and living conditions survey data. He has published more than 20 papers in statistics journals and taught courses on statistics at universities and clinical research companies.

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