Könyv Course on Small Area Estimation and Mixed Models Domingo Morales

Course on Small Area Estimation and Mixed Models

Methods, Theory and Applications in R

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-18 napon belül
34 370 Ft
This advanced textbook explores small area estimation techniques, covers the underlying mathematical...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2022
oldal
599
EAN
9783030637590
Enbook ID
38720592
Súly
934
Méretek
236 x 157 x 36

Teljes leírás

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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