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A Course on Small Area Estimation and Mixed Models
- Methods, Theory and Applications in R
Engelsk
Bogcover for A Course on Small Area Estimation and Mixed Models af Domingo Morales, Agustin Perez, Maria Dolores Esteban, Tomas Hobza, 9783030637590
Specifikationer
Sprog:
Engelsk
Sider:
599
ISBN-13:
9783030637590
Indbinding:
Paperback
ISBN-10:
303063759X
Udg. Dato:
14 mar 2022
Størrelse i cm:
15,7 x 23,6 x 3,6
Oplagsdato:
14 mar 2022

A Course on Small Area Estimation and Mixed Models

- Methods, Theory and Applications in R
Engelsk
Paperback 2022
Format:

Bog beskrivelse

This advanced textbook explores small area estimation techniques, covers the underlying mathematical and statistical theory and offers hands-on support with their implementation. It presents the theory in a rigorous way and compares and contrasts various statistical methodologies, helping readers understand how to develop new methodologies for small area estimation. It also includes numerous sample applications of small area estimation techniques. The underlying R code is provided in the text and applied to four datasets that mimic data from labor markets and living conditions surveys, where the socioeconomic indicators include the small area estimation of total unemployment, unemployment rates, average annual household incomes and poverty indicators. Given its scope, the book will be useful for master and PhD students, and for official and other applied statisticians.

 

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Specifikationer
Sprog:
Engelsk
Sider:
599
ISBN-13:
9783030637590
Indbinding:
Paperback
ISBN-10:
303063759X
Udg. Dato:
14 mar 2022
Størrelse i cm:
15,7 x 23,6 x 3,6
Oplagsdato:
14 mar 2022
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