cc458 / ISQ-Rebel-Alliances

Replication Data for: "Do Birds of a Feather Flock Together? Rebel Constituencies and Civil War Alliances"

Please use the following citation:

Laia Balcells, Chong Chen, and Costantino Pischedda , “Do Birds of a Feather Flock Together? Rebel Constituencies and Civil War Alliances.” International Studies Quarterly, Volume 66, Issue 1, March 2022, sqab095, https://doi.org/10.1093/isq/sqab095

• For questions about the datasets, please contact the authors: Laia Balcells ([e-mail]), Costantino Pischedda([e-mail]), and Chong Chen ([e-mail])
• Please note that there are large files uploaded with the git lfs in this repository. To make sure you ob retrieve right size of these large files from Github, we suggest that you use the git lfs pull or git lfs clone command to download the entire repository.

Replication Instruction:

• Please check the ReadMe file first. There are four folders within the repository.

• 1. Data: The data folder includes data files for all models

  • glm_df4.RData: Main data used for all of our models except for the AME Models
  • ame: A folder for AME models and the model outputs (Figure 5 and Figure A11) + AllyList.RData: Network data for rebel alliances
    • Formal_AllyList.RData: Network data for rebel formal alliances
      • xDyadL.RData: Dyadic-level covarites for AME
    • xNodeL.RData: Nodal-level covarites for AME
    • Fit_AME47_15.RData: AME results for 1947-2015 (used for making Figure 5 in the main text)
    • Fit_AME7909.RData: AME results for 1947-2015 (used for making Figure A11 in the appendix)

• 2. Code: The R code for all figures and analysis; Please run them in the following order: 0_Figures 1-2.R -> 1_Figures 3-5.R -> 2_Appendix_figures A1-A21.R

  • (1) 0_Figures 1-2.R: R code for Figure 1-2 in the text
  • (2) 1_Figures 3-5.R: R code for Figure 3-5 in the text + 1_Running_AME.R: R code for AME models (Figure 5 and Figure A11)
  • (3) 2_Appendix_figures A1-A21: Robustness check and all appendix figures + function_interaction_plot.R: Help R functions + helpFUN.R: help R functions; They will be loaded when running the above code
    • spdur_figure_setup.R: Help R functions

• 3. Figure: a folder to store all the figures in the main text

• 4. Appendix_figures: a folder to store all the figures in the appendix

R sessionInfo()

R version 4.0.2 (2020-06-22) Platform: x86_64-apple-darwin17.0 (64-bit) Running under: macOS Mojave 10.14.6

Matrix products: default BLAS: /System/Library/Frameworks/Accelerate.framework/Versions/A/Frameworks/vecLib.framework/Versions/A/libBLAS.dylib LAPACK: /Library/Frameworks/R.framework/Versions/4.0/Resources/lib/libRlapack.dylib

locale: [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8

attached base packages: [1] grid parallel splines stats4 stats graphics grDevices utils datasets methods base

other attached packages: [1] cowplot_1.1.1 stringi_1.5.3 ggmap_3.0.0 scales_1.1.1
[5] cshapes_0.6 plyr_1.8.6 maptools_1.1-1 sp_1.4-5
[9] directlabels_2020.6.17 ggrepel_0.9.1 ggthemes_4.2.0 ggridges_0.5.2
[13] viridis_0.5.1 viridisLite_0.3.0 arm_1.11-2 lme4_1.1-26
[17] Matrix_1.2-18 MASS_7.3-51.6 postregplots_0.1.0 stringr_1.4.0
[21] gridExtra_2.3 lmtest_0.9-38 zoo_1.8-8 multiwayvcov_1.2.3
[25] spduration_0.17.1 tidyr_1.1.2 readstata13_0.9.2 doParallel_1.0.16
[29] iterators_1.0.12 foreach_1.5.0 reshape2_1.4.4 abind_1.4-5
[33] texreg_1.37.5 purrr_0.3.4 VGAM_1.1-3 statnet_2019.6
[37] tsna_0.3.1 sna_2.5 statnet.common_4.4.1 ergm.count_3.4.0
[41] tergm_3.7.0 networkDynamic_0.10.1 ergm_3.11.0 network_1.16.0
[45] amen_1.4.4 ggplot2_3.3.3 countrycode_1.2.0 readxl_1.3.1
[49] readr_1.4.0 dplyr_1.0.3 haven_2.3.1

loaded via a namespace (and not attached): [1] backports_1.2.1 Hmisc_4.4-1 digest_0.6.27 htmltools_0.5.0 separationplot_1.3 [6] fansi_0.4.2 magrittr_2.0.1 checkmate_2.0.0 rle_0.9.2 cluster_2.1.0
[11] xts_0.12-0 sandwich_3.0-0 forecast_8.13 tseries_0.10-47 lpSolve_5.6.15
[16] jpeg_0.1-8.1 colorspace_2.0-0 rgdal_1.5-16 xfun_0.20 crayon_1.4.1
[21] survival_3.2-7 glue_1.4.2 gtable_0.3.0 quantmod_0.4.17 DEoptimR_1.0-8
[26] DBI_1.1.0 Rcpp_1.0.6 xtable_1.8-4 htmlTable_2.0.1 foreign_0.8-80
[31] Formula_1.2-3 htmlwidgets_1.5.2 httr_1.4.2 RColorBrewer_1.1-2 ellipsis_0.3.1
[36] pkgconfig_2.0.3 farver_2.1.0 nnet_7.3-14 utf8_1.2.1 tidyselect_1.1.0
[41] labeling_0.4.2 rlang_0.4.10 munsell_0.5.0 cellranger_1.1.0 tools_4.0.2
[46] cli_2.3.1 generics_0.1.0 yaml_2.2.1 knitr_1.31 robustbase_0.93-6
[51] RgoogleMaps_1.4.5.3 nlme_3.1-148 compiler_4.0.2 rstudioapi_0.13 curl_4.3
[56] png_0.1-7 tibble_3.1.0 statmod_1.4.35 rgeos_0.5-3 forcats_0.5.1
[61] lattice_0.20-41 nloptr_1.2.2.2 urca_1.3-0 vctrs_0.3.6 pillar_1.5.1
[66] lifecycle_1.0.0 trust_0.1-8 corpcor_1.6.9 bitops_1.0-6 data.table_1.13.6
[71] R6_2.5.0 latticeExtra_0.6-29 codetools_0.2-16 boot_1.3-25 assertthat_0.2.1
[76] rjson_0.2.20 withr_2.4.1 fracdiff_1.5-1 hms_1.0.0 quadprog_1.5-8
[81] rpart_4.1-15 timeDate_3043.102 coda_0.19-4 minqa_1.2.4 TTR_0.24.2
[86] base64enc_0.1-3