K. Arthur Endsley
  • About Me
  • CV
  • Blog
  • Archives

Implementing fixed effects panel models in R

March 30, 2019
R / linear-models / statistics / time-series

Note: This post builds and improves upon an earlier one, where I introduce the Gapminder dataset and use it to explore how diagnostics for fixed effects panel models can be implemented.

Note (July 2019): I have since updated this article to add material on making partial effects plots and to …


Diagnostics for fixed effects panel models in R

April 14, 2016
R / linear-models / statistics

In working with linear fixed-effects panel models, I discovered that I had to develop goodness-of-fit tests and diagnostics on my own, as the libraries for working with these kinds of models haven't progressed that far yet.

  • Online Presence

    • endsley@umich.edu
    • Google Scholar
    • GitHub
    • BitBucket
    • RSS
  • Tags

    • bash
    • Bayesian-inference
    • classification
    • Django
    • earth-system
    • ecology
    • exploratory-data-analysis
    • GDAL
    • GeoDjango
    • GIS
    • land-cover
    • Landsat
    • landscape-modeling
    • LaTeX
    • linear-models
    • Linux
    • markdown
    • mixed-methods
    • modeling
    • MODIS
    • open-science
    • philosophy-of-science
    • physical-modeling
    • PostGIS
    • Python
    • QGIS
    • R
    • remote-sensing
    • software
    • SQL
    • statistical-learning
    • statistics
    • time-series
    • urban-areas
  • New Publications

    • 2025-06: Improved global estimates of ET... (J. Hydromet.)
    • 2024-01: Continuity between NASA MODIS Collection 6.1 and VIIRS... (Rem. Sens. Env.)
    • 2023-08: Global MODIS terrestrial primary productivity... (JGR: Biogeosci.)
  • Affiliated Links

    • Numerical Terradynamic Simulation Group
    • W.A. Franke College of Forestry and Conservation
    • Rapid Response Erosion Database
    • Great Lakes Remote Sensing
    • Bering Glacier Monitoring

© 2016-2019 K. Arthur Endsley · Powered by Ubuntu GNU/Linux, Python and Pelican. Cabin Font by Pablo Impallari.

Content licensed under a Creative Commons Attribution 4.0 International License, except where indicated otherwise.

Back to top