[PDF][PDF] The construction of stratified designs in R with the package stratification

S Baillargeon, LP Rivest - Survey Methodology, 2011 - mat.ulaval.ca
This paper introduces a R-package for the stratification of a survey population using a
univariate stratification variable X and for the calculation of stratum sample sizes. Non …

Designing stratified sampling in economic and business surveys

MGM Khan, KG Reddy, DK Rao - Journal of applied statistics, 2015 - Taylor & Francis
In most economic and business surveys, the target variables (eg turnover of enterprises,
income of households, etc.) commonly resemble skewed distributions with many small and …

[PDF][PDF] Modern approach to optimum stratification: Review and perspectives

M Kozak, MR Verma, A Zielinski - Statistics in Transition, 2007 - academia.edu
In the paper, we have discussed a modern approach to stratification of a finite population.
We have presented a general picture of univariate and multivariate stratification, and …

Obtaining strata boundaries under proportional allocation with varying cost of every unit

F Danish, SEH Rizvi, MI Jeelani, JA Reashi - Pakistan Journal of Statistics …, 2017 - pjsor.com
One of the main reasons for stratifying the population is to produce a gain in precision of the
estimates, in the sample surveys. For achieving this, one of the problem is determination of …

Optimum strata boundaries and sample sizes in health surveys using auxiliary variables

KG Reddy, MGM Khan, S Khan - PLoS One, 2018 - journals.plos.org
Using convenient stratification criteria such as geographical regions or other natural
conditions like age, gender, etc., is not beneficial in order to maximize the precision of the …

Stratified sampling of neighborhood sections for population estimation: A case study of Bo City, Sierra Leone

R Hillson, JD Alejandre, KH Jacobsen, R Ansumana… - PLoS …, 2015 - journals.plos.org
There is a need for better estimators of population size in places that have undergone rapid
growth and where collection of census data is difficult. We explored simulated estimates of …

Heuristic approach applied to the optimum stratification problem

JA Brito, L de Lima, PH González, B Oliveira… - RAIRO-Operations …, 2021 - rairo-ro.org
The problem of finding an optimal sample stratification has been extensively studied in the
literature. In this paper, we propose a heuristic optimization method for solving the univariate …

A general algorithm for univariate stratification

S Baillargeon, LP Rivest - International Statistical Review, 2009 - Wiley Online Library
This paper presents a general algorithm for constructing strata in a population using X, a
univariate stratification variable known for all the units in the population. Stratum h consists …

Optimal stratification in stratified designs using weibull-distributed auxiliary information

KG Reddy, MGM Khan - Communications in Statistics-Theory and …, 2019 - Taylor & Francis
Sampling has evolved into a universally accepted approach for gathering information and
data mining as it is widely accepted that a reasonably modest-sized sample can sufficiently …

Stratification of skewed populations: a comparison of optimisation‐based versus approximate methods

MA Hidiroglou, M Kozak - International Statistical Review, 2018 - Wiley Online Library
Survey statisticians use either approximate or optimisation‐based methods to stratify finite
populations. Examples of the former are the cumrootf (Dalenius & Hodges,) and geometric …