Nested-Error ModelorsUnit Level ModelsCut-off sampling is applied when there is a subset of units from the population from which getting the required information is too expensive or difficult and, tGuadarrama, MariaMolina, IsabelTillé, YvesSocial Science Electronic Publishing...
内容提示: Computational Statistics and Data Analysis 94 (2016) 372–390Contents lists available at ScienceDirectComputational Statistics and Data Analysisjournal homepage: www.elsevier.com/locate/csdaMultivariate Fay–Herriot models for small area estimationRoberto Benavent, Domingo Morales ∗Centro de ...
1)small area estimation小域估计 1.This paper mainly introduces the theory and new development insmall area estimation.小域估计问题是当今抽样调查中的一个热点问题,由于小域样本量很小甚至为零,用传统的直接估计无法得到小域的精确估计,故借助于其他相邻与相似的小域的样本信息和历史信息的间接估计来提高估计...
we perform extensive simulation studies to compare our methods with a collection of common SAE strategies, including direct estimators, synthetic estimators, composite estimators, and Datta GS, Ghosh M, Steorts R, Maples J.'s [Bayesian benchmarking with applications to small area estimation. Test ...
The object of this study is to compare the features of the presented small-area estimation methods and to discuss the applicability of these methods in different situations. 展开 关键词: history of soil science history of forestry forest regulations cultivations of forest soils DOI: 10.1139/x26-...
Small area estimation at provincial level in the Italian labour force survey With regard to the Italian Labour Force Survey (LFS), this work presents the results of a research project aiming to find estimation methods which improve ... PD Falorsi,S Falorsi,A Russo - 《Journal of the Italian...
Small Area estimation is a technique used to estimate parameters of subpopulations with small sample sizes. Generally, in some cases, small area estimation uses parametric modeling. But in fact, a lot of models have no linear relationship between the small area average and the covariate. This ...
sae: An R Package for Small Area Estimation We describe the R package sae for small area estimation. This package can be used to obtain model-based estimates for small areas based on a variety of models at the area and unit levels, along with basic direct and indirect estimates. M... ...
Small area estimation: new developments and directions The purpose of this paper is to provide a critical review of the main advances in small area estimation (SAE) methods in recent years. We also discuss some... D Pfeffermann - 《Int.statist.rev》 被引量: 306发表: 2010年 ...
Methods Data source and sample This analysis was conducted using data from the fifth round of the National Family Health Survey (NFHS). These data were collected between 2019 and 2021. A two-stage cluster sampling strategy was employed for household selection. The primary sampling units (PSUs) ...