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message: 'To cite package "DHSr" in publications use:'
type: software
license: GPL-3.0-only
title: 'DHSr: Create Large Scale Repeated Regression Summary Statistics Dataset and
Visualization Seamlessly'
version: 0.1.0
doi: 10.32614/CRAN.package.DHSr
abstract: Mapping, spatial analysis, and statistical modeling of microdata from sources
such as the Demographic and Health Surveys and Integrated
Public Use Microdata Series . It can also be extended to
other datasets. The package supports spatial correlation index construction and
visualization, along with empirical Bayes approximation of regression coefficients
in a multistage setup. The main functionality is repeated regression — for example,
if we have to run regression for n groups, the group ID should be vertically composed
into the variable for the parameter `location_var`. It can perform various kinds
of regression, such as Generalized Regression Models, logit, probit, and more. Additionally,
it can incorporate interaction effects. The key benefit of the package is its ability
to store the regression results performed repeatedly on a dataset by the group ID,
along with respective p-values and map those estimates.
authors:
- family-names: Samanta
given-names: Arnab
email: arnob.shamanta62@gmail.com
repository: https://CRAN.R-project.org/package=DHSr
date-released: '2025-01-10'
contact:
- family-names: Samanta
given-names: Arnab
email: arnob.shamanta62@gmail.com