A Course on Small Area Estimation and Mixed Models

A Course on Small Area Estimation and Mixed Models
Author :
Publisher : Springer Nature
Total Pages : 606
Release :
ISBN-10 : 9783030637576
ISBN-13 : 3030637573
Rating : 4/5 (573 Downloads)

Book Synopsis A Course on Small Area Estimation and Mixed Models by : Domingo Morales

Download or read book A Course on Small Area Estimation and Mixed Models written by Domingo Morales and published by Springer Nature. This book was released on 2021-03-12 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


A Course on Small Area Estimation and Mixed Models Related Books

A Course on Small Area Estimation and Mixed Models
Language: en
Pages: 606
Authors: Domingo Morales
Categories: Social Science
Type: BOOK - Published: 2021-03-12 - Publisher: Springer Nature

DOWNLOAD EBOOK

This advanced textbook explores small area estimation techniques, covers the underlying mathematical and statistical theory and offers hands-on support with the
Small Area Estimation
Language: en
Pages: 480
Authors: J. N. K. Rao
Categories: Mathematics
Type: BOOK - Published: 2015-08-24 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Praise for the First Edition "This pioneering work, in which Rao provides a comprehensive and up-to-date treatment of small area estimation, will become a class
Introduction to Small Area Estimation Techniques
Language: en
Pages: 152
Authors: Asian Development Bank
Categories: Business & Economics
Type: BOOK - Published: 2020-05-01 - Publisher: Asian Development Bank

DOWNLOAD EBOOK

This guide to small area estimation aims to help users compile more reliable granular or disaggregated data in cost-effective ways. It explains small area estim
Small Area Estimation
Language: en
Pages: 340
Authors: J. N. K. Rao
Categories: Mathematics
Type: BOOK - Published: 2005-02-25 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

An accessible introduction to indirect estimation methods, both traditional and model-based. Readers will also find the latest methods for measuring the variabi
Linear and Generalized Linear Mixed Models and Their Applications
Language: en
Pages: 257
Authors: Jiming Jiang
Categories: Mathematics
Type: BOOK - Published: 2007-05-30 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models. It presents an up-to-date account of theory