Results 11 to 20 of about 429,819 (258)

Small Area Estimation

open access: yes, 2003
Small area estimation techniques with survey data are now widely being investigated in an increasingly crowded field. In forestry, on-the-ground Inventories could collect very intensive grid information, but this is costly. Therefore, utilizing the low-cost auxiliary information from remote sensing sources such as Landsat Thematic Mapper (TM) or ...
Lin, Jin-Mann, author   +5 more
  +4 more sources

Small Area Shrinkage Estimation

open access: yesStatistical Science, 2012
The need for small area estimates is increasingly felt in both the public and private sectors in order to formulate their strategic plans. It is now widely recognized that direct small area survey estimates are highly unreliable owing to large standard errors and coefficients of variation.
Datta, G., Ghosh, M.
openaire   +4 more sources

A new estimator and approach for estimating the subpopulation parameters

open access: yesJournal of Taibah University for Science, 2021
Based on some theoretical results, we recommend a new algorithm for estimating the total and mean of a subpopulation variable for the case of a known subpopulation size, which is different from the algorithm recommended by most of sampling books.
Mohammad Salehi M., George A. F. Seber
doaj   +1 more source

Estimation of Small Area Total with Randomized Data

open access: yesRevstat Statistical Journal, 2020
In social surveys involving questions that are sensitive or personal in nature, respondents may not provide correct answers to certain questions asked by the interviewer.
Shakeel Ahmed   +3 more
doaj   +1 more source

The Fay–Herriot Model in Small Area Estimation

open access: yesRevstat Statistical Journal, 2020
Standard methods of variance component estimation used in the Fay-Herriot model for small areas can produce problems of inadmissible values (negative or zero) for these variances. This implies that the empirical best linear unbiased predictor of a small
José Luis Ávila-Valdez   +4 more
doaj   +1 more source

Small area estimation with spatial similarity [PDF]

open access: yesComputational Statistics & Data Analysis, 2008
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
openaire   +4 more sources

Small area estimation with subgroup analysis

open access: yesStatistical Theory and Related Fields, 2019
In this article, a new unit level model based on a pairwise penalised regression approach is proposed for problems in small area estimation (SAE). Instead of assuming common regression coefficients for all small domains in the traditional model, the new ...
Xin Wang, Zhengyuan Zhu
doaj   +1 more source

Stratification of Domains Using Composite Estimation to Measure the Revenue Level of Small Businesses in Poland

open access: yesActa Universitatis Lodziensis. Folia Oeconomica, 2018
To meet the growing demand for detailed, precise, accurate and timely estimation of entrepreneurship and economic conditions, it is necessary to systematically extend the scope of information provided by business statistics.
Grażyna Dehnel
doaj   +1 more source

The Use of the Robust GREG Estimator to Estimate Small Trade Firms

open access: yesActa Universitatis Lodziensis. Folia Oeconomica, 2018
In the face of dynamic changes in the economy, there is a growing demand for multivariate statistics for cross‑classified domains. In economic statistics, this demand poses a particular challenge owing to the unique character of the population of ...
Grażyna Dehnel
doaj   +1 more source

Multivariate small area estimation under nonignorable nonresponse

open access: yesStatistical Theory and Related Fields, 2019
We consider multivariate small area estimation under nonignorable, not missing at random (NMAR) nonresponse. We assume a response model that accounts for the different patterns of the observed outcomes, (which values are observed and which ones are ...
Danny Pfeffermann, Michael Sverchkov
doaj   +1 more source

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