Code Monkey home page Code Monkey logo

summer-dhs's Introduction

U5MR Estimation Pipeline

This Github Repo documents the implementation of U5MR estimation pipeline described in the DHS spatial report (available at https://dhsprogram.com/publications/publication-SAR21-Spatial-Analysis-Reports.cfm)

Scripts are all written in R and are built upon the R package SUMMER. Required data include DHS survey data (BR recode) and worldpop population density surface.

The pipeline mainly features the implementation of stratified subnational beta-binomial model, accompanied by procedure of acquiring the data and post-estimation visualization. We recommend the readers to check out the vignettes as they contain step-by-step instructions. We also encourage the readers to reference the original report for technical details.

summer-dhs's People

Contributors

wu-thomas avatar houjiewang avatar

Stargazers

Andrea Boskovic avatar avatar Taylor Okonek avatar

Watchers

avatar Katie Paulson avatar

Forkers

houjiewang krpaulson

summer-dhs's Issues

Support for multiple survey-years from same country

Currently, the following lines cannot accommodate multiple surveys from the same country.
Perhaps it would be better to have this folder specified in the user settings, similar to dhsStata.file?

Thanks!

SUMMER-DHS/Rcode/prepare_dhsdata.R

Lines 85 to 86 in 91ce98e

dhsFlat.folder <- strsplit(list.dirs(path = paste0(data.dir, country, "/dhsFlat"), recursive = F), "/")[[1]]
dhsFlat.file <- dhsFlat.folder[length(dhsFlat.folder)]

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.