Code Monkey home page Code Monkey logo

bkl-paper-srm's Introduction

Readme

Binder

Materials for the paper:

Beręsewicz, M., Białkowska, G., Marcinkowski, K., Maślak, M., Opiela, P., Pater, R., & Pawlukiewicz, K. (2021). Enhancing the Demand for Labour survey by including skills from online job advertisements using model-assisted calibration. Survey Research Methods

Arxiv paper: https://arxiv.org/abs/1908.06731

Structure:

  • codes/ - R scripts used for LASSO estimator
  • data/ - data for the project
  • data-raw/ - raw data for the projekct
  • reports/ - reproduce results from the paper
  • results/ - selected plots

Reports:

  • 1-read-data.Rmd - importing data
  • 2-impute-data.Rmd - imputation of missing data in BKL
  • 3-estimation.Rmd - estimation, eclasso, ecgreg
  • 4-reporting.Rmd - reporting results for the paper

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.