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. 2009 Nov 23;106(49):20670–20674. doi: 10.1073/pnas.0907998106

Table 1.

Regression coefficients on climate variables, with civil war as a dependent variable

Variable Model 1
Model 2
Model 3
Coefficient SE Coefficient SE Coefficient SE
Temperature 0.0447** (0.0218) 0.0430* (0.0217) 0.0489* (0.0275)
Temperature lagged 1 year 0.00873 (0.0210) 0.0132 (0.0233) 0.0206 (0.0298)
Precipitation −0.0230 (0.0519) 0.0165 (0.0848)
Precipitation lagged 1 year 0.0250 (0.0489) 0.0278 (0.0811)
Per capita income lagged 1 year −0.0266 (0.0258)
Political regime type lagged 1 year −0.000538 (0.00576)
Constant −1.514 (0.923) −1.581* (0.854) −1.872 (1.254)
Observations 889 889 815
R2 0.657 0.657 0.389
RMSE 0.193 0.193 0.241

Coefficients represent effect of temperature (°C) and precipitation (m) on civil war in Africa, 1981–2002. All regressions include country fixed effects to control for time-invariant country characteristics; Models 1 and 2 include country time trends to control for time-varying country characteristics. Model 3 includes lagged income ($1,000) and political regime type [score from least democratic (−10) to most democratic (+10)] as controls, and includes a common time trend. Standard errors are robust and clustered at the country level. Asterisks indicate coefficient significance level (2-tailed): ***, P < .01; **, P < .05; *, P < .10.