Shonosuke Sugasawa

(Author)

Mixed-Effects Models and Small Area Estimation (2023)Paperback - 2023, 4 February 2023

Mixed-Effects Models and Small Area Estimation (2023)
Qty
1
Turbo
Ships in 2 - 3 days
In Stock
Free Delivery
Cash on Delivery
15 Days
Free Returns
Secure Checkout
Buy More, Save More
Part of Series
Springerbriefs in Statistics
Part of Series
Jss Research Statistics
Print Length
121 pages
Language
English
Publisher
Springer
Date Published
4 Feb 2023
ISBN-10
9811994854
ISBN-13
9789811994852

Description

This book provides a self-contained introduction of mixed-effects models and small area estimation techniques. In particular, it focuses on both introducing classical theory and reviewing the latest methods. First, basic issues of mixed-effects models, such as parameter estimation, random effects prediction, variable selection, and asymptotic theory, are introduced. Standard mixed-effects models used in small area estimation, known as the Fay-Herriot model and the nested error regression model, are then introduced. Both frequentist and Bayesian approaches are given to compute predictors of small area parameters of interest. For measuring uncertainty of the predictors, several methods to calculate mean squared errors and confidence intervals are discussed. Various advanced approaches using mixed-effects models are introduced, from frequentist to Bayesian approaches. This book is helpful for researchers and graduate students in fields requiring data analysis skills as well as in mathematical statistics.

Product Details

Authors:
Shonosuke SugasawaTatsuya Kubokawa
Book Edition:
2023
Book Format:
Paperback
Country of Origin:
NL
Date Published:
4 February 2023
Dimensions:
23.39 x 15.6 x 0.71 cm
ISBN-10:
9811994854
ISBN-13:
9789811994852
Language:
English
Location:
Singapore
Pages:
121
Publisher:
Weight:
195.04 gm

Need Help?
+971 6 731 0280
support@gzb.ae

About UsContact UsPayment MethodsFAQsShipping PolicyRefund and ReturnTerms of UsePrivacy PolicyCookie Notice

VisaMastercardCash on Delivery

© 2024 White Lion General Trading LLC. All rights reserved.