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https://github.com/csblatvia/vardpoor

Variance Estimation for Sample Surveys by the Ultimate Cluster Method
https://github.com/csblatvia/vardpoor

r sampling statistics variance

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Variance Estimation for Sample Surveys by the Ultimate Cluster Method

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README

        

# vardpoor

[![CRAN version](http://www.r-pkg.org/badges/version/vardpoor "CRAN version")](https://cran.r-project.org/package=vardpoor)
[![CRAN last release](http://www.r-pkg.org/badges/last-release/vardpoor "CRAN last release")](https://cran.r-project.org/package=vardpoor)
[![CRAN last release](http://www.r-pkg.org/badges/ago/vardpoor "CRAN last release")](https://cran.r-project.org/package=vardpoor)
[![Build Status](https://app.travis-ci.com/CSBLatvia/vardpoor.svg?branch=master)](https://app.travis-ci.com/CSBLatvia/vardpoor)

[![CRAN total downloads](http://cranlogs.r-pkg.org/badges/grand-total/vardpoor "CRAN total downloads")](https://cran.r-project.org/package=vardpoor)
[![CRAN monthly downloads](http://cranlogs.r-pkg.org/badges/vardpoor "CRAN monthly downloads")](https://cran.r-project.org/package=vardpoor)
[![CRAN weekly downloads](http://cranlogs.r-pkg.org/badges/last-week/vardpoor "CRAN weekly downloads")](https://cran.r-project.org/package=vardpoor)
[![CRAN daily downloads](http://cranlogs.r-pkg.org/badges/last-day/vardpoor "CRAN daily downloads")](https://cran.r-project.org/package=vardpoor)

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## About in English

The precision estimation is done by the ultimate cluster method ([Hansen, Hurwitz and Madow, 1953](https://archive.org/details/SampleSurveyMethodsAndTheory)) with linearization for nonlinear statistics and residual estimation from the regression model to take weight calibration into account.

## About in Latvian

Precizitāte ir novērtēta ar galīgo klāsteru metodi ([Hansen, Hurwitz and Madow, 1953](https://archive.org/details/SampleSurveyMethodsAndTheory)), ietverot linearizāciju nelineārai statistikai, kā arī regresijas modeļa atlikumu novērtēšanu gadījumos, ja ir veikta svaru kalibrācija.

## Installation

Stable version from [CRAN](https://cran.r-project.org/package=vardpoor)

install.packages("vardpoor")

Development version from [github](https://github.com/CSBLatvia/vardpoor)

remotes::install_github("CSBLatvia/vardpoor/vardpoor")