ConflictMigration {ssdeR} | R Documentation |
This is a data frame used by Abel, Crespo-Cuaresma, Brottrager, Muttarak (2018). As the paper is currently under revision, readers are recommended to directly contact <michael.brottrager@jku.at> for a current version of the paper including the detailed data description.
Note that running the model on the data provided below takes some considerable amount of time.
A data frame containing 24336 observations on 21 variables.
ISO code of origin.
ISO code of destination.
log transformed number of asylum seekers from origin i in destination j.
Conflict in origin i indicated by any reported battle related deaths in that country.
Non-zero flows between origin i and destination j.
log transformed stock of origin natives in destination j before observational period. (t-1)
Metric distance. (t-1)
Common Language in both origin and destination (Indicator). (t-1)
Colonial relationship (Indicator). (t-1)
normalized (0-1) PolityIV score. (t-1)
normalized (0-1) PolityIV score. (t-1)
log transformed origin population. (t-1)
log transformed destination population. (t-1)
log transformed GDP in destination. (t-1)
Origin diaspora outside. (t-1)
Ethnic Fractionalization measurement. (t-1)
log transformed total outmigration of of origin i. (t-1)
log transformed total inmigration in to destination j. (t-1)
12 month average SPEI index. (t-1)
log transformed battledeaths in i. (t-1)
# ----------------------------------------------------------------------------------- # # 1. Climate, Conflict, Crossborder Migration Data # ----------------------------------------------------------------------------------- # # This is the data used Abel, Crespo-Cuaresma, Brottrager, Muttarak (2018). # As the paper is currently under revision, readers are recommended to directly # contact <michael.brottrager@jku.at> for a current version of the paper including # the detailed data description. # # Note that running the model on the data provided below takes some # considerable amount of time. # # Please consider looking at the accompaning vignette. # # ----------------------------------------------------------------------------------- # # data(ConflictMigration, package="ssdeR") # # Results <- ssdeR(formula = asylum_seekers_ij ~ stock_ij + dist_ij + I(dist_ij^2) + # comlang_ij + colony_ij + # polity_i + pop_i + polity_i + pop_i + # gdp_j, # treatment = conflict_i ~ battledeaths_i + spei_i + # polity_i + I(polity_i^2) + # diaspora_i + ethMRQ_i , # selection = isflow_ij ~ dist_ij + I(dist_ij^2) + # outmigration_i + inmigration_j , # cluster = c("iso_i","iso_j"), # data = ConflictMigration) # # summary(Results) # marginal.effects.ssdeR(Results, "treatment") # marginal.effects.ssdeR(Results, "selection") # marginal.effects.ssdeR(Results, "outcome") # ----------------------------------------------------------------------------------- #