This repository contains data and analysis code to reproduce results from the article "Towards a Methodological Toolkit to Mitigate the Evaluator’s Dilemma: Assessing Pastoralist Rangelands Management in Northern Tanzania".
All data is stored in /data
. The script R/compute_results.R
loads these data and computes all results (fitting models, creating tables and figures, ...), also sourcing the custom funtions in R/functions.R
. In R/draw_dags.R
, the causal graphs shown in the article are drawn. The R Markdown script rmarkdown_tableknittig/knit_model_tables.Rmd
formats tables with model parameters estimates as .docx
file for MS Word.
In the folder /data/satellite_raw
, raw data from remote sensing sources and village polygons are stored. The analysis script does not import these files and uses instead the processed data files in /data
, which contain the relevant information in tabular form. The folder /data/satellite_supporting
contains data sets for supporting analyses, based on alternative remote sensing sources.
Version info:
R session info (from R/compute_results.R
) can be accessed here. MCMC sampling was conducted via the cmdstan
backend v2.35.0
.